Triple

T13551074
Position Surface form Disambiguated ID Type / Status
Subject Doctor Strange in the Multiverse of Madness E323644 entity
Predicate screenwriter P2831 FINISHED
Object Michael Waldron
Michael Waldron is an American screenwriter and producer best known for his work on Marvel projects such as the Disney+ series "Loki" and the film "Doctor Strange in the Multiverse of Madness."
E1051353 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: Michael Waldron | Statement: [Doctor Strange in the Multiverse of Madness, screenwriter, Michael Waldron]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Michael Waldron
Context triple: [Doctor Strange in the Multiverse of Madness, screenwriter, Michael Waldron]
  • A. John Harwood
    John Harwood is an American journalist best known for his political reporting and analysis for major news outlets such as The Wall Street Journal, CNBC, and CNN.
  • B. Robert Mann
    Robert Mann was a 19th-century American man best known as the son of influential education reformer Horace Mann.
  • C. Phil Dowson
    Phil Dowson is a former English rugby union player and current coach, best known for his long Premiership career with clubs like Newcastle Falcons and Northampton Saints and for representing England at international level.
  • D. Martin Boddey
    Martin Boddey was a British character actor known for his frequent supporting roles in mid-20th-century films and television, often portraying authority figures such as policemen and officials.
  • E. Marc Wydell
    Marc Wydell is a central character in the animated film "Ron's Gone Wrong," depicted as a socially awkward middle-schooler whose malfunctioning robot friend helps him navigate friendship and growing up in a hyper-connected digital world.
  • 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: Michael Waldron
Triple: [Doctor Strange in the Multiverse of Madness, screenwriter, Michael Waldron]
Generated description
Michael Waldron is an American screenwriter and producer best known for his work on Marvel projects such as the Disney+ series "Loki" and the film "Doctor Strange in the Multiverse of Madness."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Michael Waldron
Target entity description: Michael Waldron is an American screenwriter and producer best known for his work on Marvel projects such as the Disney+ series "Loki" and the film "Doctor Strange in the Multiverse of Madness."
  • A. John Harwood
    John Harwood is an American journalist best known for his political reporting and analysis for major news outlets such as The Wall Street Journal, CNBC, and CNN.
  • B. Robert Mann
    Robert Mann was a 19th-century American man best known as the son of influential education reformer Horace Mann.
  • C. Phil Dowson
    Phil Dowson is a former English rugby union player and current coach, best known for his long Premiership career with clubs like Newcastle Falcons and Northampton Saints and for representing England at international level.
  • D. Martin Boddey
    Martin Boddey was a British character actor known for his frequent supporting roles in mid-20th-century films and television, often portraying authority figures such as policemen and officials.
  • E. Marc Wydell
    Marc Wydell is a central character in the animated film "Ron's Gone Wrong," depicted as a socially awkward middle-schooler whose malfunctioning robot friend helps him navigate friendship and growing up in a hyper-connected digital world.
  • 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_69d8076776248190bdf0d4fa1f85a5fc completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbaff0a6548190b8cde5084cef0061 completed April 12, 2026, 2:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69f77f86f1248190922732247ff56f4d completed May 3, 2026, 5:01 p.m.
NEDg Description generation batch_69f782492360819096f84746fa674dc0 completed May 3, 2026, 5:13 p.m.
NED2 Entity disambiguation (via description) batch_69f782c73de881908fcd44b50c61f918 completed May 3, 2026, 5:15 p.m.
Created at: April 9, 2026, 9:46 p.m.