Triple

T16053230
Position Surface form Disambiguated ID Type / Status
Subject The Perks of Being a Wallflower E389406 entity
Predicate notableSongFeatured P8087 FINISHED
Object Heroes by David Bowie
"Heroes" by David Bowie is a 1977 art rock anthem celebrated for its soaring, emotional sound and enduring status as one of Bowie's most iconic and influential songs.
E1191547 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 by David Bowie | Statement: [The Perks of Being a Wallflower, notableSongFeatured, Heroes by David Bowie]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Heroes by David Bowie
Context triple: [The Perks of Being a Wallflower, notableSongFeatured, Heroes by David Bowie]
  • A. “Holding Out for a Hero”
    “Holding Out for a Hero” is a high-energy 1984 pop-rock song, famously performed by Bonnie Tyler, that became an iconic anthem featured in the film Footloose and numerous later soundtracks.
  • B. David Bowie - The Hearts Filthy Lesson
    "David Bowie - The Hearts Filthy Lesson" is an industrial rock song from Bowie's 1995 album *Outside*, noted for its dark, experimental sound and use in the closing credits of the film *Se7en*.
  • C. David Bowie – Aladdin Sane
    David Bowie – Aladdin Sane is a 1973 glam rock studio album by David Bowie, noted for its edgy experimentation, iconic lightning-bolt cover art, and status as a key work of his early-1970s career.
  • D. She by Elvis Costello
    "She" by Elvis Costello is a romantic ballad best known for its prominent use on the soundtrack of the film Notting Hill.
  • E. David Bowie – Pin Ups
    David Bowie – Pin Ups is a 1973 studio album of 1960s rock and R&B cover songs, showcasing Bowie's reinterpretations of tracks by artists like The Who, The Kinks, and Pink Floyd.
  • 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 by David Bowie
Triple: [The Perks of Being a Wallflower, notableSongFeatured, Heroes by David Bowie]
Generated description
"Heroes" by David Bowie is a 1977 art rock anthem celebrated for its soaring, emotional sound and enduring status as one of Bowie's most iconic and influential songs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Heroes by David Bowie
Target entity description: "Heroes" by David Bowie is a 1977 art rock anthem celebrated for its soaring, emotional sound and enduring status as one of Bowie's most iconic and influential songs.
  • A. “Holding Out for a Hero”
    “Holding Out for a Hero” is a high-energy 1984 pop-rock song, famously performed by Bonnie Tyler, that became an iconic anthem featured in the film Footloose and numerous later soundtracks.
  • B. David Bowie - The Hearts Filthy Lesson
    "David Bowie - The Hearts Filthy Lesson" is an industrial rock song from Bowie's 1995 album *Outside*, noted for its dark, experimental sound and use in the closing credits of the film *Se7en*.
  • C. David Bowie – Aladdin Sane
    David Bowie – Aladdin Sane is a 1973 glam rock studio album by David Bowie, noted for its edgy experimentation, iconic lightning-bolt cover art, and status as a key work of his early-1970s career.
  • D. She by Elvis Costello
    "She" by Elvis Costello is a romantic ballad best known for its prominent use on the soundtrack of the film Notting Hill.
  • E. David Bowie – Pin Ups
    David Bowie – Pin Ups is a 1973 studio album of 1960s rock and R&B cover songs, showcasing Bowie's reinterpretations of tracks by artists like The Who, The Kinks, and Pink Floyd.
  • 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_69d86dae698881908327ef2d67706cb9 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e1836365688190b182f29bbb66127e completed April 17, 2026, 12:48 a.m.
NED1 Entity disambiguation (via context triple) batch_69ffdbe2d87c8190ba7f16feb018e70c completed May 10, 2026, 1:14 a.m.
NEDg Description generation batch_69ffdcfe202481909913e9e44ffbf66f completed May 10, 2026, 1:18 a.m.
NED2 Entity disambiguation (via description) batch_69ffdd8610c081908305a1c2298618c1 completed May 10, 2026, 1:21 a.m.
Created at: April 10, 2026, 4:56 a.m.