Triple

T5143331
Position Surface form Disambiguated ID Type / Status
Subject Terminator 3: Rise of the Machines E116011 entity
Predicate producer P490 FINISHED
Object Joel B. Michaels
Joel B. Michaels is a film producer best known for his work on major Hollywood action and science fiction movies.
 E661897 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: Joel B. Michaels | Statement: [Terminator 3: Rise of the Machines, producer, Joel B. Michaels]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Joel B. Michaels
Context triple: [Terminator 3: Rise of the Machines, producer, Joel B. Michaels]
  • A. Thomas N. Margulis
    Thomas N. Margulis is known primarily as the former husband of renowned evolutionary biologist Lynn Margulis.
  • B. Joel J. Richard
    Joel J. Richard is a film composer best known for co-scoring high-octane action movies, including entries in the John Wick franchise.
  • C. Howard E. Tatel
    Howard E. Tatel was an American radio astronomer after whom the 85-foot Howard E. Tatel Radio Telescope at the National Radio Astronomy Observatory was named.
  • D. Milton S. Cohen
    Milton S. Cohen was the husband of American character actress Eleanor Audley, known for her distinctive voice roles in classic Disney films.
  • E. George A. Bermann
    George A. Bermann is a prominent American legal scholar and expert in international and comparative law, particularly known for his work in international arbitration.
  • 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: Joel B. Michaels
Triple: [Terminator 3: Rise of the Machines, producer, Joel B. Michaels]
Generated description
Joel B. Michaels is a film producer best known for his work on major Hollywood action and science fiction movies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Joel B. Michaels
Target entity description: Joel B. Michaels is a film producer best known for his work on major Hollywood action and science fiction movies.
  • A. Thomas N. Margulis
    Thomas N. Margulis is known primarily as the former husband of renowned evolutionary biologist Lynn Margulis.
  • B. Joel J. Richard
    Joel J. Richard is a film composer best known for co-scoring high-octane action movies, including entries in the John Wick franchise.
  • C. Howard E. Tatel
    Howard E. Tatel was an American radio astronomer after whom the 85-foot Howard E. Tatel Radio Telescope at the National Radio Astronomy Observatory was named.
  • D. Milton S. Cohen
    Milton S. Cohen was the husband of American character actress Eleanor Audley, known for her distinctive voice roles in classic Disney films.
  • E. George A. Bermann
    George A. Bermann is a prominent American legal scholar and expert in international and comparative law, particularly known for his work in international arbitration.
  • 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_69bd4446c0e08190a7c29dc74976bf03 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd7883004881909c763da818d9b6e2 completed March 20, 2026, 4:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8108dda308190bb3b7209efe132bb completed March 28, 2026, 5:31 p.m.
NEDg Description generation batch_69c8122368b88190812f02f0c4bb3953 completed March 28, 2026, 5:38 p.m.
NED2 Entity disambiguation (via description) batch_69c812c1e9d08190b0e7f052d87011b9 completed March 28, 2026, 5:41 p.m.
Created at: March 20, 2026, 1:43 p.m.