Triple

T20468897
Position Surface form Disambiguated ID Type / Status
Subject John Badham E502129 entity
Predicate directed P7373 FINISHED
Object Heroes (1977 film) — NE NERFINISHED

How this triple was built (3 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: Heroes (1977 film) | Statement: [John Badham, directed, Heroes (1977 film)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Heroes (1977 film)
Context triple: [John Badham, directed, Heroes (1977 film)]
  • A. Héros
    Héros was a French ship of the line that served in the 18th-century French Navy, notably participating in several major naval engagements of the American Revolutionary era.
  • B. Los Héroes
    Los Héroes is a major Santiago Metro station and transfer hub in Chile’s capital city.
  • C. Heroes (television series)
    Heroes is an American science fiction drama television series that follows ordinary people who discover they possess extraordinary superhuman abilities and become entangled in a larger, interconnected destiny.
  • D. Hercules (1983 film)
    Hercules (1983 film) is an Italian fantasy adventure movie that reimagines the mythological hero in a campy, special-effects-driven retelling starring Lou Ferrigno in the title role.
  • E. Heroes
    Heroes is a non-fiction book by journalist John Pilger that critically examines political power, media complicity, and the individuals who resist oppression around the world.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Heroes (1977 film)
Target entity description: Heroes (1977 film) is a 1977 American comedy-drama about a troubled Vietnam War veteran on a cross-country journey, starring Henry Winkler and Sally Field.
  • A. Héros
    Héros was a French ship of the line that served in the 18th-century French Navy, notably participating in several major naval engagements of the American Revolutionary era.
  • B. Los Héroes
    Los Héroes is a major Santiago Metro station and transfer hub in Chile’s capital city.
  • C. Heroes (television series)
    Heroes is an American science fiction drama television series that follows ordinary people who discover they possess extraordinary superhuman abilities and become entangled in a larger, interconnected destiny.
  • D. Hercules (1983 film)
    Hercules (1983 film) is an Italian fantasy adventure movie that reimagines the mythological hero in a campy, special-effects-driven retelling starring Lou Ferrigno in the title role.
  • E. Heroes
    Heroes is a non-fiction book by journalist John Pilger that critically examines political power, media complicity, and the individuals who resist oppression around the world.
  • F. None of above. chosen

Provenance (2 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_69e0b4ae5f1081908768b0c9a3a0bf38 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6995e71c08190911fadbc433f0f4d completed April 20, 2026, 9:23 p.m.
Created at: April 16, 2026, 11:33 a.m.