Triple

T16840464
Position Surface form Disambiguated ID Type / Status
Subject Transformers: Rise of the Beasts E409395 entity
Predicate screenwriter P2831 FINISHED
Object Darnell Metayer
Darnell Metayer is a screenwriter best known for co-writing the sci-fi action film "Transformers: Rise of the Beasts."
E1237317 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: Darnell Metayer | Statement: [Transformers: Rise of the Beasts, screenwriter, Darnell Metayer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Darnell Metayer
Context triple: [Transformers: Rise of the Beasts, screenwriter, Darnell Metayer]
  • A. Darius Epps
    Darius Epps is a quirky, philosophical, and eccentric friend of Earn and Alfred in the television series "Atlanta," known for his offbeat wisdom and surreal adventures.
  • B. Darnell Martin
    Darnell Martin is an American film and television director and screenwriter known for works such as "I Like It Like That" and various high-profile TV episodes.
  • C. Darnell Donerson
    Darnell Donerson was the mother of singer and actress Jennifer Hudson, tragically known for her murder in 2008.
  • D. Adarius Moragne
    Adarius Moragne is a writer known for his work on the film "The Box."
  • E. Derrick Marks
    Derrick Marks is an American former college basketball guard best known for starring at Boise State University, where he emerged as one of the Mountain West Conference’s top scorers and leaders.
  • 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: Darnell Metayer
Triple: [Transformers: Rise of the Beasts, screenwriter, Darnell Metayer]
Generated description
Darnell Metayer 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: Darnell Metayer
Target entity description: Darnell Metayer is a screenwriter best known for co-writing the sci-fi action film "Transformers: Rise of the Beasts."
  • A. Darius Epps
    Darius Epps is a quirky, philosophical, and eccentric friend of Earn and Alfred in the television series "Atlanta," known for his offbeat wisdom and surreal adventures.
  • B. Darnell Martin
    Darnell Martin is an American film and television director and screenwriter known for works such as "I Like It Like That" and various high-profile TV episodes.
  • C. Darnell Donerson
    Darnell Donerson was the mother of singer and actress Jennifer Hudson, tragically known for her murder in 2008.
  • D. Adarius Moragne
    Adarius Moragne is a writer known for his work on the film "The Box."
  • E. Derrick Marks
    Derrick Marks is an American former college basketball guard best known for starring at Boise State University, where he emerged as one of the Mountain West Conference’s top scorers and leaders.
  • 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_6a00bb177e288190b525e6d239892d26 completed May 10, 2026, 5:06 p.m.
NEDg Description generation batch_6a00bcc6c6288190bde0af65e0db94a8 completed May 10, 2026, 5:13 p.m.
NED2 Entity disambiguation (via description) batch_6a00bd47733881908ece05023ad80eeb completed May 10, 2026, 5:15 p.m.
Created at: April 10, 2026, 5:24 a.m.