Triple

T8539882
Position Surface form Disambiguated ID Type / Status
Subject Stephen Gaghan E202168 entity
Predicate hasChild P369 FINISHED
Object Barron Gaghan
Barron Gaghan is the child of American screenwriter and director Stephen Gaghan, known for films such as "Traffic" and "Syriana."
 E741060 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: Barron Gaghan | Statement: [Stephen Gaghan, hasChild, Barron Gaghan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Barron Gaghan
Context triple: [Stephen Gaghan, hasChild, Barron Gaghan]
  • A. Chad Beguelin
    Chad Beguelin is an American playwright and lyricist known for his work on Broadway musicals such as The Wedding Singer, Aladdin, and The Prom.
  • B. Max Gallo
    Max Gallo was a prominent French historian, novelist, and politician known for his popular historical biographies and membership in the Académie Française.
  • C. David Pittu
    David Pittu is an American actor and playwright known for his versatile work on Broadway, in film and television, and in voice acting.
  • D. Justin Hollander
    Justin Hollander is a Major League Baseball executive who serves as the general manager of the Seattle Mariners, overseeing the club’s baseball operations and roster construction.
  • E. Ben Parr
    Ben Parr is the fictional main character portrayed by Jason Biggs in the television sitcom "Mad Love."
  • 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: Barron Gaghan
Triple: [Stephen Gaghan, hasChild, Barron Gaghan]
Generated description
Barron Gaghan is the child of American screenwriter and director Stephen Gaghan, known for films such as "Traffic" and "Syriana."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Barron Gaghan
Target entity description: Barron Gaghan is the child of American screenwriter and director Stephen Gaghan, known for films such as "Traffic" and "Syriana."
  • A. Chad Beguelin
    Chad Beguelin is an American playwright and lyricist known for his work on Broadway musicals such as The Wedding Singer, Aladdin, and The Prom.
  • B. Max Gallo
    Max Gallo was a prominent French historian, novelist, and politician known for his popular historical biographies and membership in the Académie Française.
  • C. David Pittu
    David Pittu is an American actor and playwright known for his versatile work on Broadway, in film and television, and in voice acting.
  • D. Justin Hollander
    Justin Hollander is a Major League Baseball executive who serves as the general manager of the Seattle Mariners, overseeing the club’s baseball operations and roster construction.
  • E. Ben Parr
    Ben Parr is the fictional main character portrayed by Jason Biggs in the television sitcom "Mad Love."
  • 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_69ca832355b08190b8b6a4ab4a4a3554 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe6dfb2bc8190a41e32eca3c824c2 completed March 31, 2026, 3:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce6d9d06e48190a5c0cfa9779fc07c completed April 2, 2026, 1:22 p.m.
NEDg Description generation batch_69ce6ec2d6608190a7732e999a05d565 completed April 2, 2026, 1:27 p.m.
NED2 Entity disambiguation (via description) batch_69ce6f7948cc8190b8248e59044cf4fb completed April 2, 2026, 1:30 p.m.
Created at: March 30, 2026, 6:18 p.m.