Triple

T12106866
Position Surface form Disambiguated ID Type / Status
Subject The Bad and the Beautiful E288324 entity
Predicate character P662 FINISHED
Object James Lee Bartlow
James Lee Bartlow is a fictional Southern novelist and academic whose personal and professional life becomes entangled with Hollywood’s manipulative studio system in the film "The Bad and the Beautiful."
E970120 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: James Lee Bartlow | Statement: [The Bad and the Beautiful, character, James Lee Bartlow]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: James Lee Bartlow
Context triple: [The Bad and the Beautiful, character, James Lee Bartlow]
  • A. John Lowin
    John Lowin was a prominent early 17th-century English actor associated with Shakespeare’s company, known for performing major roles in Jacobean and Caroline drama.
  • B. Stephen Barlow
    Stephen Barlow is a British conductor and composer known for his work in opera and orchestral music, as well as for being married to actress Joanna Lumley.
  • C. Thomas Bartee
    Thomas Bartee was a mathematician and computer scientist known for his contributions to algebraic structures in computing and for coauthoring influential texts with Garrett Birkhoff.
  • D. James Sibley
    James Sibley was a benefactor whose contributions to healthcare led to a major Washington, D.C. hospital being named in his honor.
  • E. John Barnwell
    John Barnwell was a prominent early South Carolina colonial leader and military figure whose legacy includes having Barnwell County named in his honor.
  • 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: James Lee Bartlow
Triple: [The Bad and the Beautiful, character, James Lee Bartlow]
Generated description
James Lee Bartlow is a fictional Southern novelist and academic whose personal and professional life becomes entangled with Hollywood’s manipulative studio system in the film "The Bad and the Beautiful."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: James Lee Bartlow
Target entity description: James Lee Bartlow is a fictional Southern novelist and academic whose personal and professional life becomes entangled with Hollywood’s manipulative studio system in the film "The Bad and the Beautiful."
  • A. John Lowin
    John Lowin was a prominent early 17th-century English actor associated with Shakespeare’s company, known for performing major roles in Jacobean and Caroline drama.
  • B. Stephen Barlow
    Stephen Barlow is a British conductor and composer known for his work in opera and orchestral music, as well as for being married to actress Joanna Lumley.
  • C. Thomas Bartee
    Thomas Bartee was a mathematician and computer scientist known for his contributions to algebraic structures in computing and for coauthoring influential texts with Garrett Birkhoff.
  • D. James Sibley
    James Sibley was a benefactor whose contributions to healthcare led to a major Washington, D.C. hospital being named in his honor.
  • E. John Barnwell
    John Barnwell was a prominent early South Carolina colonial leader and military figure whose legacy includes having Barnwell County named in his honor.
  • 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_69d6ab4a5c448190a110d1273314b21a completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d91561eaec819096ba00682d81f41a completed April 10, 2026, 3:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69f60a7330c481909e06468be517cf5f completed May 2, 2026, 2:30 p.m.
NEDg Description generation batch_69f60c9276d0819086b5f7712fe8d6e6 completed May 2, 2026, 2:39 p.m.
NED2 Entity disambiguation (via description) batch_69f60d4889d48190b2dfda8a0978cc72 completed May 2, 2026, 2:42 p.m.
Created at: April 8, 2026, 9:49 p.m.