Triple

T18146582
Position Surface form Disambiguated ID Type / Status
Subject "Heroes" E434406 entity
Predicate partOfAlbum P35 FINISHED
Object "Heroes" (album)
"Heroes" (album) is a 1977 studio album by David Bowie, renowned for its experimental sound, collaboration with Brian Eno, and its iconic title track that became one of Bowie's signature songs.
E1307678 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" (album) | Statement: ["Heroes", partOfAlbum, "Heroes" (album)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: "Heroes" (album)
Context triple: ["Heroes", partOfAlbum, "Heroes" (album)]
  • A. “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.
  • B. The Heroes
    The Heroes is a collection of mythological tales for children by Charles Kingsley that retells stories from Greek mythology in an accessible, moralistic Victorian style.
  • C. The Heroes
    The Heroes is a standalone grimdark fantasy novel by Joe Abercrombie that depicts a brutal three-day battle through the shifting perspectives of soldiers, commanders, and cowards on both sides.
  • D. My Heroes
    "My Heroes" is a book by British explorer and author Sir Ranulph Fiennes in which he profiles and reflects on the lives and achievements of the people who have most inspired him.
  • E. Almost Heroes
    Almost Heroes is a 1998 slapstick adventure comedy film starring Chris Farley and Matthew Perry as inept explorers racing Lewis and Clark to the Pacific.
  • 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" (album)
Triple: ["Heroes", partOfAlbum, "Heroes" (album)]
Generated description
"Heroes" (album) is a 1977 studio album by David Bowie, renowned for its experimental sound, collaboration with Brian Eno, and its iconic title track that became one of Bowie's signature songs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: "Heroes" (album)
Target entity description: "Heroes" (album) is a 1977 studio album by David Bowie, renowned for its experimental sound, collaboration with Brian Eno, and its iconic title track that became one of Bowie's signature songs.
  • A. “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.
  • B. The Heroes
    The Heroes is a standalone grimdark fantasy novel by Joe Abercrombie that depicts a brutal three-day battle through the shifting perspectives of soldiers, commanders, and cowards on both sides.
  • C. The Heroes
    The Heroes is a collection of mythological tales for children by Charles Kingsley that retells stories from Greek mythology in an accessible, moralistic Victorian style.
  • D. My Heroes
    "My Heroes" is a book by British explorer and author Sir Ranulph Fiennes in which he profiles and reflects on the lives and achievements of the people who have most inspired him.
  • E. Almost Heroes
    Almost Heroes is a 1998 slapstick adventure comedy film starring Chris Farley and Matthew Perry as inept explorers racing Lewis and Clark to the Pacific.
  • 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_69d8b90aac308190801e2c57d8c5bfe5 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4de34bb608190a4842e86f2912dec completed April 19, 2026, 1:52 p.m.
NED1 Entity disambiguation (via context triple) batch_6a038554608c819080abf60da5f48a67 completed May 12, 2026, 7:53 p.m.
NEDg Description generation batch_6a03864b84608190b204b08351f1176b completed May 12, 2026, 7:58 p.m.
NED2 Entity disambiguation (via description) batch_6a0386b90e308190807af4d407840985 completed May 12, 2026, 7:59 p.m.
Created at: April 10, 2026, 10:29 a.m.