Run: 2026-06-02-01KT32857BPHA3B1CHSVYW2CB8

Model input

System
You are a meticulous story-bible editor. Read the supplied prose and extract a family and relationship tree as XML. Output exactly one <relationship-tree> root with two child sections: <characters> and <relationships>. Use only attribute-only leaf elements: <character name="Canonical Name" aliases="Alias One, Alias Two" /> <relationship from="Canonical Name" to="Canonical Name" type="relationship-type" /> Rules: 1. Include every named human or sentient character in the visible passage, including characters with no known relationship. 2. Exclude locations, objects, organizations, documents, rooms, titles by themselves, and unnamed roles. 3. Put true alternate names in the optional aliases attribute: - nicknames, - titles, - honorifics, - maiden names, - married names, - and courtesy names. Do not list true kinship address forms as aliases when they merely restate a real relationship; express those as relationship edges instead. Courtesy kinship names are aliases only when the passage denies the kinship. 4. Use one merged <relationships> list for base facts and inferred kinship, including in-law/affinal relationships that follow from stated marriages and family relationships. 5. Do not wrap the answer in Markdown fences and do not add commentary. 6. Only use the generic parent/child/sibling/cousin type when the passage does not establish a more specific permitted type. 7. Do not turn courtesy titles or metaphors into relationships. 8. Do not include reciprocal duplicates; one direction is enough for each fact. Permitted relationship type values: - parent - child - biological-parent - biological-child - adoptive-parent - adoptive-child - foster-parent - foster-child - step-parent - step-child - guardian - ward - spouse - former-spouse - betrothed - full-sibling - half-sibling - step-sibling - adoptive-sibling - foster-sibling - sibling - grandparent - grandchild - great-grandparent - great-grandchild - aunt - uncle - niece - nephew - grandaunt - granduncle - grandniece - grandnephew - cousin - first-cousin - second-cousin - first-cousin-once-removed - first-cousin-twice-removed - second-cousin-once-removed - parent-in-law - child-in-law - sibling-in-law
User/Human
Extract the relationship tree from the following story: <chapter id="the-gathering"> # Chapter 1 - The Gathering The carriage lurched hard enough to bite Aurelia’s teeth together, and the black ribbon at her wrist slid loose. Crispin caught it before it fell into the wet grit on the floorboards. “Finishing school taught you how to drop mourning properly.” “Finishing school taught me how to stab a boy with a hatpin and apologize in French.” He handed the ribbon back, mouth bent but not smiling. Too much black cloth had killed his better jokes. Too much Thornmere waited ahead. The road climbed from Coldharbour in a series of mean little turns, shale under the wheels, gull cries slicing over the hedges. Below, the village showed itself in flashes: tarred nets strung along crooked rails, fish scales bright on wet cobbles, fishermen stopped on the lower path to watch the Thornmere carriage pass. They did not bow. They measured. Mourning made accountants of everyone. Aurelia looked past them to the Saltreach, where white spray battered the headland and bell buoys marked the water with dull iron notes. She had left that sound behind when Gideon sent her inland to be polished. The school had smelled of beeswax, chalk, and girls trained to bleed quietly. Thornmere smelled of salt, old stone, and family money turning damp. “Don’t stare,” Crispin muttered. “You first.” “I’m observing.” “You’re gawking with eyebrows.” That got him. A brief crack in the face. Then gone. Ahead, Thornmere House rose behind its walls, salt-smudged windows hung with funeral black. The cormorant seal had been fixed above the main door, lacquered and dark, wings spread over the lintel. Not alive. Not watching. Only carved wood and paint. Still, Aurelia disliked the way every mourner had to pass beneath it as if entering through a verdict. The carriage slowed near the path to the Mereyard. Wheel marks had churned the earth to paste where the burial cart had gone through earlier. Beyond the iron rail, lichen crusted leaning slate, and yew shadows lay over the family dead. Honora Thornmere had joined them that morning. The ground had taken her, but the house had not. Inside, the hall smelled of extinguished candles, damp wool, and lilies losing their fight. Condolence notes lay stacked on a side table, each sealed with the black cormorant pressed into wax. The floor held a pale crust of salt where boots had crossed from the outer steps. Gideon Thornmere stood in the receiving line as if someone had poured him into black broadcloth and let him harden there. Her father Gideon did grief with his spine. No bend, no spill. Lavinia Thornmere stood beside him with one gloved hand on his sleeve, face arranged into soft sorrow and exact angles. Her mother Lavinia saw Aurelia at once and stepped close enough to smooth the sleeve of Aurelia’s dress. “Your cuff.” “It survived the journey.” “Barely.” Lavinia pinched the fabric flat, then touched the ribbon Crispin had rescued. “Hold still. Gideon’s daughter does not arrive at Honora’s funeral looking wind-chewed.” “Wind has teeth here.” “Then show it none of yours.” Crispin leaned in. “Lavinia’s elder child gets cuffs. Lavinia’s boy gets ignored. A useful education.” Their mother’s eyes cut toward him. “Gideon’s son Crispin can stand straight for one afternoon.” He straightened. Poor devil. He had inherited Gideon’s height before earning Gideon’s armor. At the foot of the warped staircase, Edmund Thornmere looked down from his portrait, painted in a severe coat with one hand on the old tide clock. The real clock stood under the stair, brass dulled, pendulum hidden, its slow knock filling the pauses between condolences. Edmund had kept it wound for decades, and now it counted nothing anyone could spend. Aurelia had known the portrait all her life. She had not known, as a child, how much dead men could still occupy a landing. A mourner bent over Gideon’s hand. “Lady Thornmere held this coast together.” Gideon inclined his head. “Honora Thornmere expected the coast to behave. It usually failed her.” A thin rustle moved through the line. Not laughter. Thornmere laughter had limits at funerals, and no one wanted to be first. Another mourner pressed Lavinia’s hand. “The Dowager was a force.” Lavinia’s smile did not crack. “She disliked waste. Even of sorrow.” Aurelia looked at the closed doors to the funeral room. Honora’s coffin had already gone to the Mereyard; her title remained indoors, walking from mouth to mouth. The Dowager. Lady Thornmere. Honora Thornmere, dead and busier than the living. A pair of traveling cloaks appeared in the doorway. Mariel Calloway entered with salt on her hem and fatigue under her eyes. Travel-black did not flatter her; nothing designed for obedience would. She had a grip on herself that looked less like poise than a fist. Stephen Calloway followed half a step behind, quiet, broad through the shoulders, holding his hat as if hats had rules he respected. Gideon moved first. A little. Enough for Aurelia to see the boy buried in him under fifty years of estate discipline. “Mariel.” “Gideon.” They clasped hands, not cheeks. Brother and sister, Thornmere style: two knives acknowledging the same sheath. Mariel turned to Edmund Thornmere’s portrait, then to the closed funeral-room doors, as if his wife Honora Thornmere might still object from behind them. “We can manage one afternoon without making a court case of the carpet.” Gideon’s mouth tightened. “You’ve been here five breaths.” “And already improved the room.” Aurelia liked her at once again. She had liked her as a child, before school taught admiration to sit down and lower its voice. Mariel caught Aurelia by both shoulders. “Too thin.” “I was fed.” “On manners. They have no marrow.” Her hands moved to Crispin’s lapel. “And you. Longer, not wiser.” “I kept the family tradition.” “There’s my proof.” Mariel Calloway had been born Mariel Thornmere before she married Stephen; even in another name, she carried the house in the hard line of her chin. Honora’s daughter Mariel did not ask permission from grief. Stephen bent over Aurelia’s hand. “Uncle Stephen, Mariel’s husband, remembers you smaller and less armed.” “I hid the weapons better then.” He gave Crispin’s shoulder a brief squeeze. “Uncle Stephen expects you to keep your sister from dueling mourners.” Crispin looked wounded. “She starts most of them.” “Then lose with dignity.” Lavinia’s glove tightened on Aurelia’s elbow. Not warning. Bracing. The hall shifted before Tobias entered. No one announced him. No one needed to. Some people carried arrival the way others carried debt: in the silence that came before them. Tobias Thornmere stepped under the cormorant seal with his coat unbuttoned and his expression arranged for charm. Late, of course. Late enough to be noticed, early enough to deny calculation. Isabeau Thornmere came beside him, black veil lifted, pale face composed with a coldness that made the candles look cheap. Tobias and his wife Isabeau paused at the threshold, and every old grievance in the hall found its footing. “Gideon.” Tobias opened his arms a fraction, abandoned the gesture, and offered his hand instead. “You look exactly as Mother would have required.” Gideon took it. “Honora required punctuality.” “Honora’s son Tobias required roads that didn’t turn to soup.” Mariel’s gaze slid to him. “Edmund’s son Tobias always blamed the road when the clock accused him.” The old tide clock knocked once beneath the stair. A neat little murder of timing. Tobias looked up at the portrait. “Father never liked that clock either.” Aurelia watched Gideon, Mariel, and Tobias in the triangle beneath Edmund’s painted stare. The three before her, each a child of the same dead pair, stood far enough apart to leave room for lawyers. Tobias found Aurelia next. His smile warmed by one degree, a miserly fire. “My niece has come back sharpened.” “School had stones enough.” “Good. Thornmere has skulls enough to blunt them.” Crispin coughed into his glove. Lavinia did not look amused. Gideon looked as if amusement had been outlawed at birth. Isabeau inclined her head to Aurelia, then to Crispin. She had been Aunt Isabeau to both Aurelia and Crispin since Tobias made her family by marriage. “I hope that still grants me the right to scold you for growing.” Crispin bowed with more grace than sincerity. “Aunt Isabeau may scold me after supper. I’m saving strength.” “Wise boy. Grief eats first.” Tobias’s eyes flicked toward the closed funeral room, toward the table of sealed notes, toward Gideon’s hand resting near the keys at his belt. He missed nothing. That had always been the trouble with him. Charm was only the polished door. Behind it, rooms with locks. The line thickened. Mourners came in damp wool and careful sorrow. They spoke to Gideon of duty, to Lavinia of endurance, to Mariel of the long road, to Tobias of loss as if he had invented it late but wore it well. Aurelia Thornmere stood where she had been placed, accepting murmured sympathy for a grandmother whose hand she remembered more than her voice. Honora’s hand: rings, blue veins, grip like a clamp on a ledger. One old woman in black net whispered to another near the stair. “She warned them off the Drowned Steps often enough. Slippery stones, green water, kelp slick as soap. Children never listen.” “Thornmere children listen after they bleed.” Aurelia looked away. She had scraped both knees there once and lied about it until Honora found shale in her stockings. The Drowned Steps belonged to childhood dare and coastal warning, nothing more, and she had no wish to smell that cave-mouth again. A bell rang somewhere beyond the dining doors. The funeral meal waited in the long room, laid with silver that reflected faces in broken slivers. At the head of the table stood the salt chair, empty for Honora. Its carved arms had been rubbed pale by generations of hands, and a dish of coarse salt sat before it, untouched. On a side chair, Honora’s mourning veil lay folded, black gauze over black wood. Someone had set it there after the service and lacked the nerve to move it. Aurelia took her place between Crispin and Lavinia. Across the table, Mariel sat with Stephen at her side. Tobias lowered himself beside Isabeau with the ease of a man who considered every chair a temporary ally. Crae Lindholm arrived as the first course was being carried in. He stopped just inside the room, hat tucked beneath his arm, rain-dark hair combed back, face grave enough to pass inspection. He did not look at the empty salt chair first. He looked at Aurelia. Lavinia’s thumb pressed once against Aurelia’s wrist. “There he is.” Crae crossed to her without haste. The room watched because rooms full of family watched whatever might become useful. He opened his gloved hand. A small whitethorn brooch lay in his palm, silver branches and pale enamel flowers, delicate enough to insult the day. “I brought what you left in my keeping.” “You chose your moment.” “I chose witnesses.” That landed. Soft, public, impossible to misread. Crae Lindholm, her betrothed, took her left glove and pinned the whitethorn brooch to the cuff. His fingers did not shake. Hers wanted to. She refused them the performance. Tobias lifted his glass. “The man promised to her has nerve. Rare commodity.” Gideon’s voice cut flat. “Crae Lindholm came to honor the dead.” Crae bowed to Gideon, then to Lavinia, and stepped back from the table’s bloodline. He knew his border. That made him either tactful or clever. Aurelia had not yet decided which quality she preferred in a husband. Crispin leaned close enough that only she heard. “If he pins anything else to you, bite him.” “After dessert.” The meal proceeded in the grim theater of knives against plates. Fish from Coldharbour, bread too crusted, soup cooling while condolences went around in circles. The salt-smudged windows blurred the coast into gray streaks. Sea wind pushed under the doors and worried the candle flames. Not enough to put them out. Enough to make them ugly. At the far end, two mourners spoke over their cups. “The will won’t be simple.” “No Thornmere paper ever learned the virtue.” Aurelia kept her eyes on the spoon in her hand. Mariel’s voice traveled clean across the table. “Mother disliked murk. Whatever she left, it should be read plain.” Tobias smiled into his wine. “Honora disliked losing control more than she disliked murk.” Gideon set his knife down. “This is neither the place nor the hour.” “Then name the place and hour, brother.” The word brother did not soften anything. It put a handle on the blade. Stephen cleared his throat. “Eat first. Fight with food in you. It improves everyone’s aim.” Mariel gave him a look, but her mouth twitched. Isabeau touched the stem of her glass. “Some fights begin before anyone admits to standing in them.” Lavinia’s fingers returned to Aurelia’s sleeve, smoothing a wrinkle that did not exist. Presentation against collapse. Silk against storm. Her mother had made an empire of small repairs. Aurelia watched Gideon’s hand. The fingers had gone white near the knuckle. Estate steward, eldest son, keeper of keys. Honora’s eldest, if anyone asked in the old way. The man everyone expected to hold the house because he had already been holding it while the old woman faded upstairs. Tobias watched that hand too. Mariel watched Tobias watching it. Crispin watched all of them, restless foot tapping once under the table until Lavinia’s glance nailed him to stillness. The old tide clock knocked from the hall. The sound threaded through the open doors and struck the silver. Aurelia thought of Edmund Thornmere’s portrait on the stair: Edmund’s son Gideon in command, Edmund’s daughter Mariel demanding fairness, Edmund’s son Tobias smiling as if leverage were a dessert course. Honora’s son Gideon had order in his bones. Honora’s son Tobias had smoke in his pockets. Honora’s daughter Mariel had come armed with conscience, the most inconvenient weapon in any inheritance. A mourner near the sideboard lowered his voice and failed. “The certification papers—” “Hush.” “Only saying, certification takes time.” “Everything takes time when money has cousins.” Gideon rose. Not fast. Worse than fast. “My mother is buried today. Honora Thornmere will not have her table turned into a clerk’s bench before the salt is cleared.” Tobias lifted both hands. “I mourn her. Don’t mistake curiosity for appetite.” Mariel leaned back. “In this family, appetite wears better gloves.” Aurelia looked at Honora’s folded veil. Black gauze, no face beneath it. Easier than looking at Gideon. Easier than counting which words had drawn blood and which had only marked skin for later cutting. Crae stood near the wall, outside the claim and inside the scandal of being attached to her. His eyes met hers. He did not rescue her with expression. Good. She had not asked to be rescued, and rescue at Thornmere usually came with a bill folded underneath. Lavinia murmured without moving her smile. “Breathe through your nose.” “I am.” “Then look less ready to commit violence.” “That was my school posture.” “Your school failed refinement.” “It succeeded in survival.” For the first time all day, Lavinia’s mouth softened. Then she smoothed Aurelia’s cuff again, brushing the whitethorn brooch with one careful finger. At the empty salt chair, no one sat. No one dared. Honora had left a hollow at the head of the table and filled the rest of the room with people measuring its size. When the meal broke apart, the mourners rose in black waves. Condolence notes were gathered. Wax seals cooled. Chairs scraped. Stephen offered Mariel his arm; she took it without surrendering an inch of herself. Tobias spoke low to Isabeau, and Isabeau’s eyes moved once to Gideon’s keys. Crispin Thornmere escaped his chair but not the room, hovering near Aurelia as if childhood had trained them to survive adult disaster in pairs. Gideon stopped beside the salt chair. Lavinia stood with him, his wife Lavinia in all but posture holding the line he could not afford to drop. Aurelia saw her father Gideon from the side then: not stone, not iron, only a man who had learned to resemble both because the alternative had teeth. Mariel approached him. “Gideon, order is not the same as truth.” “I know the difference.” “Then don’t make me prove it in public.” Tobias’s laugh came from behind them, low and dry. “Family affection. Mother would have rung for more wine.” Gideon turned. “Enough.” “For today?” “For as long as decency requires.” Tobias picked a speck from his cuff. “Decency is a poor calendar.” Aurelia moved before she meant to, away from the table, toward the warped stair where Edmund’s painted face waited above the landing. The hall had dimmed, though candles still burned. The black cormorant seal stamped on the condolence notes looked almost wet in the wavering light. Behind her, Mariel’s voice held steady. “The Schedule will name us as we are, not as anyone finds convenient.” Tobias answered, silk over wire. “Convenience depends on who writes.” Gideon’s reply came clipped enough to cut paper. “No one writes over Honora.” Aurelia put one hand on the stair rail. Salt had roughened the polish there. The house offered no comfort, only surfaces that remembered touch. Below, the living kept their voices low and their claims lower, but she heard the shape of it now. Mourning had only delayed the real meal. Order, fairness, leverage—three plates set for the children of Edmund and Honora who had come to the table, with Honora gone and every bond sharpened for use. </chapter> <chapter id="the-household"> # Chapter 2: The Household Aurelia caught the falling candlestick before it cracked against the pantry stone. Hot wax kissed her knuckles. She swallowed the oath. Thornmere had heard worse, but the walls did not deserve fresh language before breakfast. Across the corridor, a maid froze with a bundle of stripped black ribbon looped around both arms like captured eels. “Keep moving,” Marta Halloway snapped without looking up from the account slate. “Funeral cloth doesn’t crawl back into cupboards by pity.” Marta Halloway — Mrs. Halloway below stairs and often above them — carried the housekeeper’s key-ring at her belt, a hard little storm of brass and iron. It struck her hip with each step, punctuation for a woman who believed every pause concealed idleness. She took the candlestick from Aurelia, inspected the bent socket, and handed it to the maid. “Straighten it. Don’t polish around the wax. Remove it.” The maid fled. Mrs. Halloway turned those pale, practical eyes on Aurelia. “You burned yourself.” “It was only wax.” “Wax stains. Flesh heals. Show me.” Aurelia held out her hand. A red bead sat on the knuckle, small and insulting. “Hm.” Mrs. Halloway scraped it away with a thumbnail. “You have the household reflex. Catch first, regret after. Dangerous habit.” “I learned it here.” “You learned more dramatic forms of disobedience here.” The corridors still smelled of yesterday’s candles, sea damp, and too many bodies gone too late. Salt filmed the lower windowpanes. Black ribbon hung in ragged strips from banisters while servants peeled mourning from the public rooms and carried grief off in baskets. Thornmere House, stripped of mourners, looked less grand and more worked over. Like a face after rouge had been scrubbed off. Aurelia followed Mrs. Halloway past the servants’ stair. The old wood dipped at the third tread. “Mind that,” Mrs. Halloway warned. “Gideon favored the left foot there for half a year after he slipped as a boy. Still steps wide when he’s tired.” “You notice everything.” “I notice what breaks ankles, budgets, and tempers. The rest can fend for itself.” They passed a narrow window left unlatched. Damp air slid in, sharp with salt. “That one again.” Mrs. Halloway shoved it down with the heel of her hand. “Honora liked it open in storms. Claimed a closed room bred weak lungs.” “She never worried about weak curtains?” “She worried about obedience. Curtains were low on the list.” Aurelia looked at the sill. The paint had bubbled from years of rain forced in sideways. Honora’s habits had marked even the wood. Death had not improved them. Mrs. Halloway pushed through the baize door into the working side of the house. Heat rolled from the kitchens. A kitchen boy dropped a tray somewhere out of sight; tin clanged, someone hissed, and Mrs. Halloway closed her eyes for the length of one execution. “Count to five,” Aurelia murmured. “I count losses, not mercy.” In the stillroom, jars stood ranked on shelves: bruised herbs, vinegar, cordials gone cloudy with age. The Storm Cup sat on a folded cloth beside a crate of chipped dishes, a heavy silver cup with a dent along the rim. It had no storm in it. Only tarnish, old ceremony, and yesterday’s fingerprints. “Why is that out?” “Pantry shelf sagged. I won’t have the Storm Cup flattened by a ham.” “A Thornmere tragedy.” “Don’t jest at ham. It keeps better company than most mourners.” Mrs. Halloway lifted the brine-cellar inventory and tapped the page. The paper had taken damp at the corners, curling like a bad secret. “Salt fish, thirty-two used. Black bread, eighteen loaves. Wine, too much. Broken cups, seven. Missing spoons, two, unless someone confesses before I become unpleasant.” “You were pleasant before?” “No.” Aurelia smiled despite herself. It felt illicit. The house had trained everyone to wear a funeral face even when counting crockery. Mrs. Halloway flipped another page. “And the missing small brass desk key.” Aurelia’s smile died. “Honora’s desk?” “Honora’s desk.” The key-ring at Mrs. Halloway’s belt shifted as if offended by the absence. “Not on the hook. Not in the writing room drawer. Not in the blue saucer where she left things she denied misplacing.” “Could it have gone with the funeral things?” “I searched the funeral things.” “Her pockets?” Mrs. Halloway gave her a look. “The dead do not get pockets past me.” Fair enough. Mrs. Halloway would have inventoried the coffin nails and charged for the hammer. Aurelia reached toward the inventory, then stopped. Touching household paper felt like touching a nerve. “Does Gideon know?” “He knows a key is missing. He does not know which servants I’ve already frightened or how much pleasure I took in it.” “Should I help?” “You should learn where the bones of the place lie before the family starts kicking them loose.” That was Mrs. Halloway’s gift. No lace on the blade. They climbed by the back stair toward the North Wing, where the air thinned into linen dust and old neglect. The servants’ passage ran narrow between walls papered in a faded pattern of reeds. Floorboards complained underfoot. Pale light lay across the boards in long strips, and every step lifted the smell of shut rooms: dry wool, mouse-nibbled paper, salt caught in plaster. The old nursery door stood open. Inside, Briss Tellan folded funeral blankets with the calm malice of someone reducing chaos by inches. She was a small woman in a severe cap, early winter packed into human shape, with wrists like bundled twigs and eyes sharp enough to unpick stitching. A nursery quilt lay over the rail of a cot no child had used in years. When she shook it, moth dust rose in the light. “You’re standing in the draft,” Briss Tellan barked. Aurelia stepped back on instinct. “Still works.” “Of course it works. Drafts breed coughs, coughs breed fuss, and fuss breeds adults who think themselves interesting.” Mrs. Halloway snorted. “Briss, she’s been inland among polished people. They call drafts ventilation.” “Polished people die with cold ankles.” Aurelia crossed her arms. “I had forgotten how comforting the nursery was.” “You had forgotten because you escaped.” Briss Tellan was Auntie Briss in the old nursery tongue, the name every frightened child learned before sense and kept longer than pride. Aurelia had called Briss Tellan Auntie Briss before she knew what an aunt was, though Briss had never been her aunt at all. No blood. No marriage. Just blankets yanked tight, foreheads tested for fever, and scoldings delivered with the accuracy of thrown stones. The courtesy name still rose in Aurelia’s throat before she could stop it. “Auntie Briss, that quilt is older than my sins.” “Then both need airing.” Mrs. Halloway pointed to a stack by the hearth. “Funeral blankets to the cedar press. Nursery linen to be checked for damp. Anything chewed goes to rags.” Briss tucked a corner flat. “The mice have better taste than the family. They left the ugly counterpane.” Aurelia moved to the window. Salt smudged the glass from the outside, dulling the view of the roofline. Below, servants crossed the yard with baskets of black ribbon and spent candles. The grand rooms had emptied; the working rooms had not breathed once. Briss came up behind her and tugged the collar of her dress closed. “There. You stand like you’re daring the air to cut your throat.” “It has tried.” “Then don’t assist it.” Aurelia felt the old heat of embarrassment, ridiculous and tender. She had been grown, finished, returned, betrothed, dressed in mourning, and still one old nurse could button her against a draft. Thornmere had many forms of theft. Childhood was one of them. On the nursery shelf, a row of wooden animals leaned in permanent injury. A horse missing a leg. A gull with no beak. A painted fish gone blind in one eye. Crispin had once bitten that fish during a tantrum and denied it with blue paint on his teeth. Aurelia remembered Honora’s verdict: liars should at least rinse. Briss followed her gaze. “Don’t touch the toys. Dust holds grudges.” “So does everyone here.” “Dust is quieter.” Mrs. Halloway’s keys rang from the passage. “Stillroom again. I need hands and someone literate enough to tell seven from nine.” Briss looked at Aurelia. “That means you. I know seven. I mistrust nine.” They descended into warmer air and sharper smells. Brine waited below the stillroom, in a cellar cut into pantry stone and lined with barrels. The air down there salted the tongue. Pewter salt fish lay stacked in a tray for counting, small dull shapes with stamped scales and rubbed tails. Tokens for portions, not creatures, though the dim light made them look freshly hauled from some metal sea. Mrs. Halloway set the lantern on an upturned crate. “Read.” Aurelia took the inventory. “Pewter salt fish, forty counted before the funeral. Thirty-two issued to kitchen. Eight remaining.” Mrs. Halloway counted the tray. “Seven.” Briss, who had followed with a bundle of folded cloth, clicked her tongue. “Someone pockets a pewter fish, next they’ll steal a gravestone.” “Gravestones are harder to hide in aprons.” Mrs. Halloway lifted one token, inspected it, and dropped it back. “Write seven.” Aurelia wrote. “Black bread?” “Gone where bread goes. Into mouths and complaints.” “Wine?” “Don’t ask me about wine unless you bring a shovel for the lies.” Briss settled the cloth on a shelf and gave Aurelia the look she had used in the nursery when medicine approached. “Your hand.” “It’s wax.” “Your hand.” Aurelia surrendered it. Briss wrapped the knuckle in linen so thin it looked like a ghost of a bandage. Mrs. Halloway did not look up from the barrel marks. “Gideon would never hold still either. Fever winter, he spat broth like a cat in a sack.” Aurelia stilled. Mrs. Halloway jabbed her pencil against the inventory. “Mrs. Halloway was more of a mother to Gideon than his own that fever winter, and by that I mean broth at midnight, clean blankets, and a basin under his chin — not blood, not claim, not any nonsense a solicitor could fatten.” She marked another line. “He was a stubborn boy. Stubborn boys grow into men who misplace keys by delegating worry.” Briss laughed once, dry as seed husks. “Broth is stronger than blood when the patient keeps vomiting.” “Broth sends a bill,” Mrs. Halloway returned. “Blood expects gratitude.” Aurelia looked down at the page until the figures steadied. More of a mother. The phrase had teeth if left loose. Mrs. Halloway had caged it at once in broth, blankets, fever, labor. Not a family claim. A work claim. The kind that never made it into wills but kept bodies from cooling too soon. Above them, feet crossed the kitchen floor. A door banged. Someone dragged a crate. Thornmere’s great inheritance fight, so swollen in the dining room yesterday, shrank down here to missing spoons, sour wine, and one small brass desk key gone astray. “Write,” Mrs. Halloway ordered. “What?” “That you are staring at the wall while I am aging.” Aurelia dipped the pen. “Broken cups, seven?” “Eight if the boy upstairs drops another tray.” “He has ambition,” Briss muttered. By afternoon, the house had begun to shed its funeral skin. Maids stripped black ribbon from the stair rails and wound it around their forearms. A footman carried the Storm Cup toward the silver room with both hands and the expression of a man carrying a candle through dry straw. In the laundry passage, steam slicked the windows. In the scullery, broken cups clicked into a pail. Mrs. Halloway moved through it all with the key-ring striking time at her hip. Aurelia trailed, useful in patches and obstructive in others. She wrote numbers. Held doors. Burned one finger on a kettle and earned no sympathy. She learned that grief stained linen, that wax hardened inside brass sockets, that salt got into drawers no one had opened in months. She learned Mrs. Halloway knew which hinge squealed near Honora’s old room, which stair twisted ankles, which cupboard swelled shut when sea damp pushed under doors. None of it would be painted into the gallery. All of it held the place upright. Near evening, she found Briss again in the North Wing nursery, folding the last blanket into the cedar press. The nursery quilt lay clean enough to pass inspection, though its colors had faded into tired surrender. “You’re back,” Briss grunted. “I was sent to see whether you had been eaten by dust.” “Dust knows better.” Aurelia leaned against the doorframe, then straightened before the scold came. Briss saw. Of course she saw. “Progress.” “Don’t praise me. I’ll become vain.” “You arrived vain. I’m working downward.” Below, the house thudded and clattered, servants carrying away the remains of public sorrow. Somewhere in the private rooms, Gideon would be reading papers or avoiding them. Honora’s desk sat locked, its small brass key missing, its drawers holding whatever dead women left for the living to misread. Briss closed the cedar press. “Go eat.” “That an order?” “A warning. Hungry Thornmeres bite.” Aurelia almost answered with the old nursery name again. Auntie Briss. Warm, false, useful. A word that meant comfort without kinship, service without claim, love if one dared use such a soft and dangerous tool. She let it rest unsaid. In the corridor, Mrs. Halloway passed with a ledger under one arm and keys at her belt. “Still here? Good. Tomorrow we count candles, linen, and lies.” “Lies have columns?” “At Thornmere, they have subcolumns.” Aurelia followed her toward the working stairs. Wax, brine, dust, sea damp, old wood. The real scent of the estate. Not lilies, not silver, not the black cormorant stamped in mourning wax. People with no claim to the Thornmere name had scrubbed the floors, locked the cupboards, folded the blankets, remembered the fevers, and kept the drafts from sickbeds. Blood had taken the names. Others had kept the roof from caving in. At Thornmere, belonging had teeth. Blood drew lines. Work filled the gaps and got no portrait for it. </chapter>

Model response

AI
<relationship-tree> <characters> <character name="Edmund Thornmere" aliases="Edmund" /> <character name="Honora Thornmere" aliases="Honora, Dowager, Lady Thornmere" /> <character name="Gideon Thornmere" aliases="Gideon" /> <character name="Lavinia Thornmere" aliases="Lavinia" /> <character name="Mariel Calloway" aliases="Mariel, Mariel Thornmere" /> <character name="Stephen Calloway" aliases="Stephen, Uncle Stephen" /> <character name="Tobias Thornmere" aliases="Tobias" /> <character name="Isabeau Thornmere" aliases="Isabeau, Aunt Isabeau" /> <character name="Aurelia Thornmere" aliases="Aurelia" /> <character name="Crispin Thornmere" aliases="Crispin" /> <character name="Crae Lindholm" aliases="Crae" /> <character name="Marta Halloway" aliases="Mrs. Halloway, Marta" /> <character name="Briss Tellan" aliases="Briss, Auntie Briss" /> </characters> <relationships> <relationship from="Edmund Thornmere" to="Honora Thornmere" type="spouse" /> <relationship from="Edmund Thornmere" to="Gideon Thornmere" type="parent" /> <relationship from="Edmund Thornmere" to="Mariel Calloway" type="parent" /> <relationship from="Edmund Thornmere" to="Tobias Thornmere" type="parent" /> <relationship from="Honora Thornmere" to="Gideon Thornmere" type="parent" /> <relationship from="Honora Thornmere" to="Mariel Calloway" type="parent" /> <relationship from="Honora Thornmere" to="Tobias Thornmere" type="parent" /> <relationship from="Gideon Thornmere" to="Lavinia Thornmere" type="spouse" /> <relationship from="Gideon Thornmere" to="Aurelia Thornmere" type="parent" /> <relationship from="Gideon Thornmere" to="Crispin Thornmere" type="parent" /> <relationship from="Lavinia Thornmere" to="Aurelia Thornmere" type="parent" /> <relationship from="Lavinia Thornmere" to="Crispin Thornmere" type="parent" /> <relationship from="Gideon Thornmere" to="Mariel Calloway" type="full-sibling" /> <relationship from="Gideon Thornmere" to="Tobias Thornmere" type="full-sibling" /> <relationship from="Mariel Calloway" to="Tobias Thornmere" type="full-sibling" /> <relationship from="Mariel Calloway" to="Stephen Calloway" type="spouse" /> <relationship from="Tobias Thornmere" to="Isabeau Thornmere" type="spouse" /> <relationship from="Stephen Calloway" to="Gideon Thornmere" type="sibling-in-law" /> <relationship from="Stephen Calloway" to="Tobias Thornmere" type="sibling-in-law" /> <relationship from="Isabeau Thornmere" to="Gideon Thornmere" type="sibling-in-law" /> <relationship from="Isabeau Thornmere" to="Mariel Calloway" type="sibling-in-law" /> <relationship from="Mariel Calloway" to="Aurelia Thornmere" type="aunt" /> <relationship from="Mariel Calloway" to="Crispin Thornmere" type="aunt" /> <relationship from="Stephen Calloway" to="Aurelia Thornmere" type="uncle" /> <relationship from="Stephen Calloway" to="Crispin Thornmere" type="uncle" /> <relationship from="Tobias Thornmere" to="Aurelia Thornmere" type="uncle" /> <relationship from="Tobias Thornmere" to="Crispin Thornmere" type="uncle" /> <relationship from="Isabeau Thornmere" to="Aurelia Thornmere" type="aunt" /> <relationship from="Isabeau Thornmere" to="Crispin Thornmere" type="aunt" /> <relationship from="Aurelia Thornmere" to="Crispin Thornmere" type="full-sibling" /> <relationship from="Aurelia Thornmere" to="Crae Lindholm" type="betrothed" /> </relationships> </relationship-tree>
created_at"2026-06-02T02:22:52.145Z" 6/2/2026, 2:22:52 AM
model"x-ai/grok-4.20-20260309"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency390
moderation_latency(null)
generation_time32771
tokens_prompt9474
tokens_completion2006
native_tokens_prompt7649
native_tokens_completion6656
native_tokens_completion_images(null)
native_tokens_reasoning5708
native_tokens_cached64
num_media_prompt(null)
num_input_audio_prompt(null)
num_media_completion0
num_search_results(null)
num_fetches(null)
web_search_engine(null)
origin"https://ncbench.com/"
is_byokfalse
finish_reason"stop"
native_finish_reason"completed"
service_tier"default"
usage0.02613405
router(null)
provider_responses
0
endpoint_id"3ecee37f-b217-4093-87fb-aaf0afe307af"
id"19bed2e6-f42a-98d2-bfa9-d504ad725072"
is_byokfalse
latency201
model_permaslug"x-ai/grok-4.20-20260309"
provider_name"xAI"
status200
user_agent"langchainjs-openai/1.0.0 ((node/v24.16.0; linux; x64))"
http_referer(null)
request_id"req-1780366972-UpaUSmiafK4aJbts0zKL"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1780366972-GYQZQIQkLMlIclB9Ctp8"
upstream_id"19bed2e6-f42a-98d2-bfa9-d504ad725072"
total_cost0.02613405
cache_discount0.0000672
upstream_inference_cost0
provider_name"xAI"
response_cache_source_id(null)

Evaluation details

Result Evaluator Details Meta Data
88.53% Alias accuracy n/a
expected5
matched5
reported20
validReported18
recall1
precision0.9
applicabletrue
linearScore0.97
35.31% Relationship category recall n/a
scores
base1
partnership1
kinship0.75
affinal0.3333333333333333
applicabletrue
linearScore0.7708333333333334
100.00% Character precision n/a
matched13
reported13
unmatched(empty)
duplicates(empty)
applicabletrue
linearScore1
100.00% Character recall n/a
matched13
expected13
missing(empty)
applicabletrue
linearScore1
100.00% Relationship endpoint integrity n/a
resolved62
total62
applicabletrue
linearScore1
100.00% Isolated character handling n/a
isolatedExpected2
isolatedListed2
listedWithoutEdges2
applicabletrue
linearScore1
100.00% Red-herring resistance n/a
matched0
forbidden2
applicabletrue
linearScore1
100.00% Relationship precision n/a
assigned31
validReported31
duplicates0
applicabletrue
linearScore1
27.01% Relationship recall n/a
matched31
expected43
applicabletrue
linearScore0.7209302325581395
75.81% Relationship type accuracy n/a
scoreTotal23.5
matched31
applicabletrue
linearScore0.7580645161290323
100.00% XML structure n/a
hasAttempttrue
parsedtrue
hasMarkdownFencefalse
hasCommentaryfalse
invalidSchemafalse
84.2413%