Triple

T16456926
Position Surface form Disambiguated ID Type / Status
Subject The Usual Suspects E399706 entity
Predicate mainCharacter P1183 FINISHED
Object Michael McManus
Michael McManus is a professional criminal and member of the central heist crew in the neo-noir crime film "The Usual Suspects."
E1218620 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 McManus | Statement: [The Usual Suspects, mainCharacter, Michael McManus]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Michael McManus
Context triple: [The Usual Suspects, mainCharacter, Michael McManus]
  • A. Michael McManus
    Michael McManus is an American musician best known as a former member of the rock band Saving Abel.
  • B. Daniel McMann
    Daniel McMann is a supporting character in the romantic comedy-drama film "The Other Sister," which centers on the lives and relationships of individuals with intellectual disabilities.
  • C. Patrick McCormick
    Patrick McCormick is a film producer known for his work on major studio projects, including serving as a producer on the 2022 biographical musical drama "Elvis."
  • D. Christopher Mancini
    Christopher Mancini is one of the children of renowned American composer and conductor Henry Mancini.
  • E. Sean McKittrick
    Sean McKittrick is an American film producer known for his work on acclaimed and genre-defining films such as "BlacKkKlansman," "Get Out," and "Donnie Darko."
  • 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 McManus
Triple: [The Usual Suspects, mainCharacter, Michael McManus]
Generated description
Michael McManus is a professional criminal and member of the central heist crew in the neo-noir crime film "The Usual Suspects."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Michael McManus
Target entity description: Michael McManus is a professional criminal and member of the central heist crew in the neo-noir crime film "The Usual Suspects."
  • A. Michael McManus
    Michael McManus is an American musician best known as a former member of the rock band Saving Abel.
  • B. Daniel McMann
    Daniel McMann is a supporting character in the romantic comedy-drama film "The Other Sister," which centers on the lives and relationships of individuals with intellectual disabilities.
  • C. Patrick McCormick
    Patrick McCormick is a film producer known for his work on major studio projects, including serving as a producer on the 2022 biographical musical drama "Elvis."
  • D. Christopher Mancini
    Christopher Mancini is one of the children of renowned American composer and conductor Henry Mancini.
  • E. Sean McKittrick
    Sean McKittrick is an American film producer known for his work on acclaimed and genre-defining films such as "BlacKkKlansman," "Get Out," and "Donnie Darko."
  • 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_69d87f2dac988190b74d6e185fa88ba4 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e32d7dfd188190b03e9b4151a4d3d8 completed April 18, 2026, 7:06 a.m.
NED1 Entity disambiguation (via context triple) batch_6a00607618c8819090fc9f18ae5f30dd completed May 10, 2026, 10:39 a.m.
NEDg Description generation batch_6a0061e33a508190b5f2ecdac51d79bc completed May 10, 2026, 10:45 a.m.
NED2 Entity disambiguation (via description) batch_6a0062665d908190b8127b21edcad30e completed May 10, 2026, 10:48 a.m.
Created at: April 10, 2026, 5:10 a.m.