Triple

T12101522
Position Surface form Disambiguated ID Type / Status
Subject Summer: The Donna Summer Musical E288200 entity
Predicate includesSong P7178 FINISHED
Object Heaven Knows
"Heaven Knows" is a 1978 disco song by Donna Summer, noted for its duet vocals with Brooklyn Dreams singer Joe "Bean" Esposito and its success on the pop and dance charts.
E966365 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: Heaven Knows | Statement: [Summer: The Donna Summer Musical, includesSong, Heaven Knows]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Heaven Knows
Context triple: [Summer: The Donna Summer Musical, includesSong, Heaven Knows]
  • A. Heaven Knows
    "Heaven Knows" is a song featured on Lenny Kravitz's album *Blue Electric Light*.
  • B. Heaven Knows What
    Heaven Knows What is a gritty 2014 independent drama film about a young heroin addict in New York City, directed by Josh and Benny Safdie and known for its raw, documentary-like realism.
  • C. Heaven Only Knows
    "Heaven Only Knows" is a song featured on the 1990 jazz album "Bluebird" by saxophonist James Carter.
  • D. Heaven Only Knows
    "Heaven Only Knows" is a soulful R&B song by John Legend that reflects his signature blend of heartfelt lyrics and smooth, piano-driven melodies.
  • E. Heaven Only Knows
    "Heaven Only Knows" is a song featured on the album *Brand New Dance* by Emmylou Harris.
  • 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: Heaven Knows
Triple: [Summer: The Donna Summer Musical, includesSong, Heaven Knows]
Generated description
"Heaven Knows" is a 1978 disco song by Donna Summer, noted for its duet vocals with Brooklyn Dreams singer Joe "Bean" Esposito and its success on the pop and dance charts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Heaven Knows
Target entity description: "Heaven Knows" is a 1978 disco song by Donna Summer, noted for its duet vocals with Brooklyn Dreams singer Joe "Bean" Esposito and its success on the pop and dance charts.
  • A. Heaven Knows
    "Heaven Knows" is a song featured on Lenny Kravitz's album *Blue Electric Light*.
  • B. Heaven Knows What
    Heaven Knows What is a gritty 2014 independent drama film about a young heroin addict in New York City, directed by Josh and Benny Safdie and known for its raw, documentary-like realism.
  • C. Heaven Only Knows
    "Heaven Only Knows" is a song featured on the 1990 jazz album "Bluebird" by saxophonist James Carter.
  • D. Heaven Only Knows
    "Heaven Only Knows" is a soulful R&B song by John Legend that reflects his signature blend of heartfelt lyrics and smooth, piano-driven melodies.
  • E. Heaven Only Knows
    "Heaven Only Knows" is a song featured on the album *Brand New Dance* by Emmylou Harris.
  • 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_69d6ab4a5c448190a110d1273314b21a completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d9155576b48190849f0c3e079a935f completed April 10, 2026, 3:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69f5f674eab481909859b5403741eddd completed May 2, 2026, 1:04 p.m.
NEDg Description generation batch_69f6017f89d88190b766af7828794d87 completed May 2, 2026, 1:51 p.m.
NED2 Entity disambiguation (via description) batch_69f60232d89881909f254da6deb7f321 completed May 2, 2026, 1:54 p.m.
Created at: April 8, 2026, 9:48 p.m.