Triple

T20609326
Position Surface form Disambiguated ID Type / Status
Subject Change of Heart E506401 entity
Predicate hasBSide P15273 FINISHED
Object Maybe He’ll Know
"Maybe He’ll Know" is a song by Cyndi Lauper, featured on her 1986 album "True Colors."
 E1439988 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: Maybe He’ll Know | Statement: [Change of Heart, hasBSide, Maybe He’ll Know]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Maybe He’ll Know
Context triple: [Change of Heart, hasBSide, Maybe He’ll Know]
  • A. I Think He Knows
    "I Think He Knows" is a playful, upbeat pop song by Taylor Swift from her 2019 album *Lover*, blending flirtatious lyrics with bright, rhythmic production.
  • B. He’ll Never Have to Know
    "He’ll Never Have to Know" is an EP by the indie pop duo The Softies, known for their gentle melodies and introspective, lo-fi sound.
  • C. Let Him Know
    "Let Him Know" is a song by Canadian rock musician Bryan Adams from his breakthrough 1983 album *Cuts Like a Knife*.
  • D. He’ll Never Know
    "He’ll Never Know" is a song by Cher that appears as the B-side to her 1971 hit single "Gypsys, Tramps & Thieves."
  • E. He Knows You Know
    "He Knows You Know" is a song by the British neo-progressive rock band Marillion, known for its dark themes and dramatic, theatrical style.
  • 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: Maybe He’ll Know
Triple: [Change of Heart, hasBSide, Maybe He’ll Know]
Generated description
"Maybe He’ll Know" is a song by Cyndi Lauper, featured on her 1986 album "True Colors."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Maybe He’ll Know
Target entity description: "Maybe He’ll Know" is a song by Cyndi Lauper, featured on her 1986 album "True Colors."
  • A. I Think He Knows
    "I Think He Knows" is a playful, upbeat pop song by Taylor Swift from her 2019 album *Lover*, blending flirtatious lyrics with bright, rhythmic production.
  • B. He’ll Never Have to Know
    "He’ll Never Have to Know" is an EP by the indie pop duo The Softies, known for their gentle melodies and introspective, lo-fi sound.
  • C. Let Him Know
    "Let Him Know" is a song by Canadian rock musician Bryan Adams from his breakthrough 1983 album *Cuts Like a Knife*.
  • D. He’ll Never Know
    "He’ll Never Know" is a song by Cher that appears as the B-side to her 1971 hit single "Gypsys, Tramps & Thieves."
  • E. He Knows You Know
    "He Knows You Know" is a song by the British neo-progressive rock band Marillion, known for its dark themes and dramatic, theatrical style.
  • 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_69e0b4bb2b4081908fa4a72444120f35 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6aad5e53c8190b0add34ce9b31d57 completed April 20, 2026, 10:38 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08b3f74af0819081bcb397b53957b9 completed May 16, 2026, 6:14 p.m.
NEDg Description generation batch_6a08b51e41c08190a4fb6f8879998046 completed May 16, 2026, 6:19 p.m.
NED2 Entity disambiguation (via description) batch_6a08b61db7288190840ed6784a64673d completed May 16, 2026, 6:23 p.m.
Created at: April 16, 2026, 11:41 a.m.