Triple

T10361365
Position Surface form Disambiguated ID Type / Status
Subject Nelly Dean E244140 entity
Predicate employer P7 FINISHED
Object Linton family
The Linton family is a genteel, upper-class household in Emily Brontë’s novel "Wuthering Heights," representing refined social status and conventional morality in contrast to the Earnshaws.
E244146 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Linton family | Statement: [Nelly Dean, employer, Linton family]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Linton family
Context triple: [Nelly Dean, employer, Linton family]
  • A. Earnshaw family and Linton family
    The Earnshaw family and the Linton family are the two intertwined households at the center of Emily Brontë’s Wuthering Heights, whose complex relationships drive the novel’s intense drama and generational conflict.
  • B. Lodge family
    The Lodge family is a prominent American political dynasty best known for producing influential statesmen such as senators Henry Cabot Lodge and Henry Cabot Lodge Jr.
  • C. Dutton family
    The Dutton family is the central ranching dynasty in the television series "Yellowstone," known for fiercely defending their vast Montana cattle empire amid violent conflicts over land, power, and legacy.
  • D. Brangwen family
    The Brangwen family is the central multigenerational farming family whose evolving relationships, desires, and social circumstances are explored across several decades in D. H. Lawrence’s novel "The Rainbow."
  • E. Boldt family
    The Boldt family is a family lineage or household associated with the use or ownership of the Affleck-Boldt name or property.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Linton family
Triple: [Nelly Dean, employer, Linton family]
Generated description
The Linton family is a genteel, upper-class household in Emily Brontë’s novel "Wuthering Heights," representing refined social status and conventional morality in contrast to the Earnshaws.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Linton family
Target entity description: The Linton family is a genteel, upper-class household in Emily Brontë’s novel "Wuthering Heights," representing refined social status and conventional morality in contrast to the Earnshaws.
  • A. Earnshaw family and Linton family chosen
    The Earnshaw family and the Linton family are the two intertwined households at the center of Emily Brontë’s Wuthering Heights, whose complex relationships drive the novel’s intense drama and generational conflict.
  • B. Lodge family
    The Lodge family is a prominent American political dynasty best known for producing influential statesmen such as senators Henry Cabot Lodge and Henry Cabot Lodge Jr.
  • C. Dutton family
    The Dutton family is the central ranching dynasty in the television series "Yellowstone," known for fiercely defending their vast Montana cattle empire amid violent conflicts over land, power, and legacy.
  • D. Brangwen family
    The Brangwen family is the central multigenerational farming family whose evolving relationships, desires, and social circumstances are explored across several decades in D. H. Lawrence’s novel "The Rainbow."
  • E. Boldt family
    The Boldt family is a family lineage or household associated with the use or ownership of the Affleck-Boldt name or property.
  • F. None of above.

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d381b22b8c8190aaed476be5f872a9 completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4e96209548190957368ee8c6a9ec3 completed April 7, 2026, 11:24 a.m.
NED1 Entity disambiguation (via context triple) batch_69d750bcf00081909b44ffa5df76aec1 completed April 9, 2026, 7:09 a.m.
NEDg Description generation batch_69d7618ecb748190a492406eabe590d7 completed April 9, 2026, 8:21 a.m.
NED2 Entity disambiguation (via description) batch_69d77057affc8190b420e66560c3dfbd completed April 9, 2026, 9:24 a.m.
Created at: April 6, 2026, 11:59 a.m.