Triple

T10457945
Position Surface form Disambiguated ID Type / Status
Subject Louisa Clark E246593 entity
Predicate worksFor P5820 FINISHED
Object Traynor family
The Traynor family is a wealthy, upper-class household in Jojo Moyes' novel "Me Before You," known for employing Louisa Clark as a caregiver for their quadriplegic son, Will.
E864470 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: Traynor family | Statement: [Louisa Clark, worksFor, Traynor family]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Traynor family
Context triple: [Louisa Clark, worksFor, Traynor family]
  • A. Tracy family
    The Tracy family is an American entertainment dynasty best known for its association with acclaimed actor Spencer Tracy and his wife, educator and philanthropist Louise Tracy.
  • B. Tillerman family
    The Tillerman family is the central group of siblings and their mother whose struggles and resilience are chronicled in Cynthia Voigt’s acclaimed series of young adult novels.
  • C. Walker family
    The Walker family is a prominent American political and business dynasty closely connected to the Bush family through generations of influence and public service.
  • D. Walker family
    The Walker family is the central fictional family in the television drama series "Brothers & Sisters," around whom the show's personal and political storylines revolve.
  • E. Downey family
    The Downey family is a prominent Hollywood family best known for actor Robert Downey Jr. and his relatives’ long-standing involvement in the film industry.
  • 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: Traynor family
Triple: [Louisa Clark, worksFor, Traynor family]
Generated description
The Traynor family is a wealthy, upper-class household in Jojo Moyes' novel "Me Before You," known for employing Louisa Clark as a caregiver for their quadriplegic son, Will.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Traynor family
Target entity description: The Traynor family is a wealthy, upper-class household in Jojo Moyes' novel "Me Before You," known for employing Louisa Clark as a caregiver for their quadriplegic son, Will.
  • A. Tracy family
    The Tracy family is an American entertainment dynasty best known for its association with acclaimed actor Spencer Tracy and his wife, educator and philanthropist Louise Tracy.
  • B. Tillerman family
    The Tillerman family is the central group of siblings and their mother whose struggles and resilience are chronicled in Cynthia Voigt’s acclaimed series of young adult novels.
  • C. Walker family
    The Walker family is a prominent American political and business dynasty closely connected to the Bush family through generations of influence and public service.
  • D. Walker family
    The Walker family is the central fictional family in the television drama series "Brothers & Sisters," around whom the show's personal and political storylines revolve.
  • E. Downey family
    The Downey family is a prominent Hollywood family best known for actor Robert Downey Jr. and his relatives’ long-standing involvement in the film industry.
  • F. None of above. chosen

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_69d381c04fe08190957c26c526a3b05a completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4fe4a56e08190ab56d762d6a91b01 completed April 7, 2026, 12:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69d87f182cb481909f838d6d1dfa7e79 completed April 10, 2026, 4:39 a.m.
NEDg Description generation batch_69d886c64e008190a914b66be16566d1 completed April 10, 2026, 5:12 a.m.
NED2 Entity disambiguation (via description) batch_69d88dd0c28481908008aea09bf956ca completed April 10, 2026, 5:42 a.m.
Created at: April 6, 2026, 12:18 p.m.