Triple

T4363184
Position Surface form Disambiguated ID Type / Status
Subject David Bowie E98709 entity
Predicate notableWork P4 FINISHED
Object “Heroes”
“Heroes” is a critically acclaimed 1977 art rock song by David Bowie, celebrated for its soaring production and enduring status as one of his signature anthems.
E434406 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: “Heroes” | Statement: [David Bowie, notableWork, “Heroes”]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: “Heroes”
Context triple: [David Bowie, notableWork, “Heroes”]
  • A. Los Héroes
    Los Héroes is a major Santiago Metro station and transfer hub in Chile’s capital city.
  • B. We Can Be Heroes
    We Can Be Heroes is a 2020 family superhero film written and directed by Robert Rodriguez that serves as a standalone follow-up to his earlier movie The Adventures of Sharkboy and Lavagirl.
  • C. Every Hero Needs a Villain
    Every Hero Needs a Villain is a collaborative hip-hop album by Inspectah Deck, 7L & Esoteric under the group name Czarface, known for its comic book-inspired themes and boom-bap production.
  • D. Not All Heroes Wear Capes
    Not All Heroes Wear Capes is a 2018 debut studio album by American record producer Metro Boomin, featuring a star-studded lineup of hip-hop and trap artists.
  • E. Kelly's Heroes
    Kelly's Heroes is a 1970 World War II comedy war film about a group of American soldiers who go AWOL to rob a bank behind enemy lines.
  • 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: “Heroes”
Triple: [David Bowie, notableWork, “Heroes”]
Generated description
“Heroes” is a critically acclaimed 1977 art rock song by David Bowie, celebrated for its soaring production and enduring status as one of his signature anthems.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: “Heroes”
Target entity description: “Heroes” is a critically acclaimed 1977 art rock song by David Bowie, celebrated for its soaring production and enduring status as one of his signature anthems.
  • A. Los Héroes
    Los Héroes is a major Santiago Metro station and transfer hub in Chile’s capital city.
  • B. We Can Be Heroes
    We Can Be Heroes is a 2020 family superhero film written and directed by Robert Rodriguez that serves as a standalone follow-up to his earlier movie The Adventures of Sharkboy and Lavagirl.
  • C. Every Hero Needs a Villain
    Every Hero Needs a Villain is a collaborative hip-hop album by Inspectah Deck, 7L & Esoteric under the group name Czarface, known for its comic book-inspired themes and boom-bap production.
  • D. Not All Heroes Wear Capes
    Not All Heroes Wear Capes is a 2018 debut studio album by American record producer Metro Boomin, featuring a star-studded lineup of hip-hop and trap artists.
  • E. Kelly's Heroes
    Kelly's Heroes is a 1970 World War II comedy war film about a group of American soldiers who go AWOL to rob a bank behind enemy lines.
  • 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_69b3454c772081908e20173e379e8ebe completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b351e5ee308190a9271e73689b4a2b completed March 12, 2026, 11:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5dbc68534819095ce62645ca79eff completed March 14, 2026, 10:05 p.m.
NEDg Description generation batch_69b5df8336e881908c875b8411c2fe4d completed March 14, 2026, 10:21 p.m.
NED2 Entity disambiguation (via description) batch_69b5e0ded0288190b615364e9ae10821 completed March 14, 2026, 10:27 p.m.
Created at: March 12, 2026, 11:16 p.m.