Triple

T19664792
Position Surface form Disambiguated ID Type / Status
Subject The Grass Roots E472172 entity
Predicate notableWork P4 FINISHED
Object Heaven Knows
"Heaven Knows" is a 1969 pop-rock song by The Grass Roots that became one of the band's well-known hits during their late-1960s chart success.
 E1389747 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: [The Grass Roots, notableWork, Heaven Knows]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Heaven Knows
Context triple: [The Grass Roots, notableWork, Heaven Knows]
  • A. Heaven Knows
    "Heaven Knows" is a song featured on Lenny Kravitz's album *Blue Electric Light*.
  • B. 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.
  • C. Heaven Knows
    "Heaven Knows" is a song by the American punk rock band Rise Against from their album "Revolutions per Minute."
  • D. Heaven Knows
    "Heaven Knows" is a 1985 soulful pop single by British singer Jaki Graham that became one of her signature hits in the mid-1980s.
  • E. 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.
  • 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: [The Grass Roots, notableWork, Heaven Knows]
Generated description
"Heaven Knows" is a 1969 pop-rock song by The Grass Roots that became one of the band's well-known hits during their late-1960s chart success.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Heaven Knows
Target entity description: "Heaven Knows" is a 1969 pop-rock song by The Grass Roots that became one of the band's well-known hits during their late-1960s chart success.
  • A. Heaven Knows
    "Heaven Knows" is a song featured on Lenny Kravitz's album *Blue Electric Light*.
  • B. 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.
  • C. Heaven Knows
    "Heaven Knows" is a 1985 soulful pop single by British singer Jaki Graham that became one of her signature hits in the mid-1980s.
  • D. Heaven Knows
    "Heaven Knows" is a song by the American punk rock band Rise Against from their album "Revolutions per Minute."
  • E. 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.
  • 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_69d8e514f2e08190ba70a4449519d218 completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e6416749d48190b141a6acd20c9694 completed April 20, 2026, 3:08 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0787b8bb748190bd8aad409b823431 completed May 15, 2026, 8:53 p.m.
NEDg Description generation batch_6a078c884c4c819080751e454da78741 completed May 15, 2026, 9:13 p.m.
NED2 Entity disambiguation (via description) batch_6a078cf38ce88190b5c2c95b6a29cc60 completed May 15, 2026, 9:15 p.m.
Created at: April 10, 2026, 1:45 p.m.