Triple

T16840465
Position Surface form Disambiguated ID Type / Status
Subject Transformers: Rise of the Beasts E409395 entity
Predicate screenwriter P2831 FINISHED
Object Josh Peters
Josh Peters is a screenwriter best known for co-writing the sci-fi action film "Transformers: Rise of the Beasts."
 E1246577 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: Josh Peters | Statement: [Transformers: Rise of the Beasts, screenwriter, Josh Peters]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Josh Peters
Context triple: [Transformers: Rise of the Beasts, screenwriter, Josh Peters]
  • A. Steve Pettit
    Steve Pettit is an American pastor and evangelist who served as the fifth president of Bob Jones University, known for his leadership within conservative Christian higher education.
  • B. Keith Poulson
    Keith Poulson is an American actor known for his work in independent films and for roles in offbeat, character-driven movies.
  • C. Pete Sandidge
    Pete Sandidge is the heroic World War II pilot protagonist of the 1943 fantasy film "A Guy Named Joe," whose death and subsequent return as a guiding spirit drive the movie’s romantic and supernatural storyline.
  • D. Jay Peterson
    Jay Peterson is a television producer best known for his executive production work on popular unscripted and reality series, including the hit show "Lip Sync Battle."
  • E. Pete Carpenter
    Pete Carpenter was an American television composer best known for co-writing iconic TV themes, including the music for the detective series "The Rockford Files."
  • 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: Josh Peters
Triple: [Transformers: Rise of the Beasts, screenwriter, Josh Peters]
Generated description
Josh Peters is a screenwriter best known for co-writing the sci-fi action film "Transformers: Rise of the Beasts."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Josh Peters
Target entity description: Josh Peters is a screenwriter best known for co-writing the sci-fi action film "Transformers: Rise of the Beasts."
  • A. Steve Pettit
    Steve Pettit is an American pastor and evangelist who served as the fifth president of Bob Jones University, known for his leadership within conservative Christian higher education.
  • B. Keith Poulson
    Keith Poulson is an American actor known for his work in independent films and for roles in offbeat, character-driven movies.
  • C. Pete Sandidge
    Pete Sandidge is the heroic World War II pilot protagonist of the 1943 fantasy film "A Guy Named Joe," whose death and subsequent return as a guiding spirit drive the movie’s romantic and supernatural storyline.
  • D. Jay Peterson
    Jay Peterson is a television producer best known for his executive production work on popular unscripted and reality series, including the hit show "Lip Sync Battle."
  • E. Pete Carpenter
    Pete Carpenter was an American television composer best known for co-writing iconic TV themes, including the music for the detective series "The Rockford Files."
  • 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_69d883952b048190887740a980b712ed completed April 10, 2026, 4:59 a.m.
NER Named-entity recognition batch_69e3b3508ecc81909c0af299e07f4b31 completed April 18, 2026, 4:37 p.m.
NED1 Entity disambiguation (via context triple) batch_6a011b3802f08190acd5be6e2ccef2d7 completed May 10, 2026, 11:56 p.m.
NEDg Description generation batch_6a011bf2d25c8190b512de2928550283 completed May 10, 2026, 11:59 p.m.
NED2 Entity disambiguation (via description) batch_6a011c63308481908b32716eb913b9bd completed May 11, 2026, 12:01 a.m.
Created at: April 10, 2026, 5:24 a.m.