Triple

T18820729
Position Surface form Disambiguated ID Type / Status
Subject Flight of the Navigator E460254 entity
Predicate screenwriter P2831 FINISHED
Object Matt MacManus
Matt MacManus is a screenwriter best known for his work on the science-fiction adventure film "Flight of the Navigator."
E1345758 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: Matt MacManus | Statement: [Flight of the Navigator, screenwriter, Matt MacManus]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Matt MacManus
Context triple: [Flight of the Navigator, screenwriter, Matt MacManus]
  • A. Steve MacManus
    Steve MacManus is a British comic editor and writer best known for his influential tenure shaping the science fiction anthology comic 2000 AD during its formative years.
  • B. Michael McManus
    Michael McManus is an American musician best known as a former member of the rock band Saving Abel.
  • C. Michael McManus
    Michael McManus is a professional criminal and member of the central heist crew in the neo-noir crime film "The Usual Suspects."
  • D. Christopher Mancini
    Christopher Mancini is one of the children of renowned American composer and conductor Henry Mancini.
  • E. Mike McAlary
    Mike McAlary was a Pulitzer Prize–winning New York City tabloid columnist known for his hard-hitting crime reporting and controversial coverage of police brutality cases in the 1980s and 1990s.
  • 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: Matt MacManus
Triple: [Flight of the Navigator, screenwriter, Matt MacManus]
Generated description
Matt MacManus is a screenwriter best known for his work on the science-fiction adventure film "Flight of the Navigator."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Matt MacManus
Target entity description: Matt MacManus is a screenwriter best known for his work on the science-fiction adventure film "Flight of the Navigator."
  • A. Steve MacManus
    Steve MacManus is a British comic editor and writer best known for his influential tenure shaping the science fiction anthology comic 2000 AD during its formative years.
  • B. Michael McManus
    Michael McManus is an American musician best known as a former member of the rock band Saving Abel.
  • C. Michael McManus
    Michael McManus is a professional criminal and member of the central heist crew in the neo-noir crime film "The Usual Suspects."
  • D. Christopher Mancini
    Christopher Mancini is one of the children of renowned American composer and conductor Henry Mancini.
  • E. Mike McAlary
    Mike McAlary was a Pulitzer Prize–winning New York City tabloid columnist known for his hard-hitting crime reporting and controversial coverage of police brutality cases in the 1980s and 1990s.
  • 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_69d8dcf94c288190a06dea029ae4b223 completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5a6b9be988190b5e3804c39dc7dd9 completed April 20, 2026, 4:08 a.m.
NED1 Entity disambiguation (via context triple) batch_6a056763cc8481908a39fe3b2bd2e6e7 completed May 14, 2026, 6:10 a.m.
NEDg Description generation batch_6a05689ef42c8190a3a4613c0c448e45 completed May 14, 2026, 6:15 a.m.
NED2 Entity disambiguation (via description) batch_6a05693746848190bac92fda0cdc3dc7 completed May 14, 2026, 6:18 a.m.
Created at: April 10, 2026, 11:55 a.m.