Triple

T4626105
Position Surface form Disambiguated ID Type / Status
Subject Seven Years in Tibet E101100 entity
Predicate producer P490 FINISHED
Object John H. Williams
John H. Williams is a film producer best known for his work on major feature films, including the acclaimed drama "Seven Years in Tibet."
E463832 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: John H. Williams | Statement: [Seven Years in Tibet, producer, John H. Williams]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: John H. Williams
Context triple: [Seven Years in Tibet, producer, John H. Williams]
  • A. James W. Jones
    James W. Jones is a distinguished scholar of psychology and religion, recognized for his influential work at the intersection of psychoanalysis, theology, and religious experience.
  • B. Ronald J. Williams
    Ronald J. Williams is a computer scientist known for his influential contributions to neural networks and machine learning, particularly in the development of backpropagation and reinforcement learning algorithms.
  • C. Anthony W. Marshall
    Anthony W. Marshall was an American film and television producer and director, best known for his work on popular sitcoms and as the father of actress-director Penny Marshall.
  • D. Alan S. Boyd
    Alan S. Boyd was an American lawyer and public official who became the first U.S. Secretary of Transportation, helping to shape national transportation policy in the late 1960s.
  • E. Samuel J. Crawford
    Samuel J. Crawford was the third governor of Kansas, a Civil War officer, and a prominent 19th-century political figure in the state.
  • 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: John H. Williams
Triple: [Seven Years in Tibet, producer, John H. Williams]
Generated description
John H. Williams is a film producer best known for his work on major feature films, including the acclaimed drama "Seven Years in Tibet."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: John H. Williams
Target entity description: John H. Williams is a film producer best known for his work on major feature films, including the acclaimed drama "Seven Years in Tibet."
  • A. James W. Jones
    James W. Jones is a distinguished scholar of psychology and religion, recognized for his influential work at the intersection of psychoanalysis, theology, and religious experience.
  • B. Ronald J. Williams
    Ronald J. Williams is a computer scientist known for his influential contributions to neural networks and machine learning, particularly in the development of backpropagation and reinforcement learning algorithms.
  • C. Anthony W. Marshall
    Anthony W. Marshall was an American film and television producer and director, best known for his work on popular sitcoms and as the father of actress-director Penny Marshall.
  • D. Alan S. Boyd
    Alan S. Boyd was an American lawyer and public official who became the first U.S. Secretary of Transportation, helping to shape national transportation policy in the late 1960s.
  • E. Samuel J. Crawford
    Samuel J. Crawford was the third governor of Kansas, a Civil War officer, and a prominent 19th-century political figure in the state.
  • 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_69bd43d0497c8190ac23c65c5804846a completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd5a0a7b588190bc6552ee5babb198 completed March 20, 2026, 2:30 p.m.
NED1 Entity disambiguation (via context triple) batch_69be102eb0048190bebc8a92a5338b83 completed March 21, 2026, 3:27 a.m.
NEDg Description generation batch_69be138d09888190845d4860b3880f1b completed March 21, 2026, 3:42 a.m.
NED2 Entity disambiguation (via description) batch_69be13e813e08190842ad5c2ad8e47cc completed March 21, 2026, 3:43 a.m.
Created at: March 20, 2026, 1:13 p.m.