Triple

T21175643
Position Surface form Disambiguated ID Type / Status
Subject Taylor Hicks E521804 entity
Predicate single P3283 FINISHED
Object Heaven Knows
"Heaven Knows" is a soulful pop-rock song by American singer Taylor Hicks, released as one of the key tracks from his post–American Idol music career.
 E1470696 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: [Taylor Hicks, single, Heaven Knows]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Heaven Knows
Context triple: [Taylor Hicks, single, 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 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
    "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.
  • 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: [Taylor Hicks, single, Heaven Knows]
Generated description
"Heaven Knows" is a soulful pop-rock song by American singer Taylor Hicks, released as one of the key tracks from his post–American Idol music career.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Heaven Knows
Target entity description: "Heaven Knows" is a soulful pop-rock song by American singer Taylor Hicks, released as one of the key tracks from his post–American Idol music career.
  • 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
    "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.
  • 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_69e0b50e30748190b186824a206d39b9 completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e7271597288190b04baff9ca8d866c completed April 21, 2026, 7:28 a.m.
NED1 Entity disambiguation (via context triple) batch_6a09757772b88190b7eab700ab116596 completed May 17, 2026, 7:59 a.m.
NEDg Description generation batch_6a09775849588190a7d28b0bb6912a01 completed May 17, 2026, 8:07 a.m.
NED2 Entity disambiguation (via description) batch_6a097878a6248190a3573b84aaa29827 completed May 17, 2026, 8:12 a.m.
Created at: April 16, 2026, 3 p.m.