Triple

T6270582
Position Surface form Disambiguated ID Type / Status
Subject The Day E140523 entity
Predicate hasSingle P3282 FINISHED
Object How Come, How Long
"How Come, How Long" is an R&B song by Babyface featuring Stevie Wonder that addresses domestic violence and appears on Babyface's 1996 album *The Day*.
E579111 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: How Come, How Long | Statement: [The Day, hasSingle, How Come, How Long]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: How Come, How Long
Context triple: [The Day, hasSingle, How Come, How Long]
  • A. How Long
    "How Long" is a 2017 pop/R&B single by American singer-songwriter Charlie Puth, known for its slick production, catchy groove, and themes of infidelity and regret.
  • B. It Won’t Be Long
    "It Won’t Be Long" is an upbeat early Beatles song, written primarily by John Lennon, that opens their 1963 album *With The Beatles* and showcases their signature harmonies and call-and-response style.
  • C. You’ve Been Around Too Long
    "You’ve Been Around Too Long" is a short story by Jack Dann that blends speculative elements with psychological and emotional depth, typical of modern fantasy fiction.
  • D. Seems So Long
    "Seems So Long" is a song by Stevie Wonder, known as a soulful album track from his early 1970s period.
  • E. It Won’t Be Long Now
    "It Won’t Be Long Now" is an upbeat, hopeful song from the musical *In the Heights* that highlights the dreams and determination of characters in Washington Heights, especially Vanessa.
  • 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: How Come, How Long
Triple: [The Day, hasSingle, How Come, How Long]
Generated description
"How Come, How Long" is an R&B song by Babyface featuring Stevie Wonder that addresses domestic violence and appears on Babyface's 1996 album *The Day*.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: How Come, How Long
Target entity description: "How Come, How Long" is an R&B song by Babyface featuring Stevie Wonder that addresses domestic violence and appears on Babyface's 1996 album *The Day*.
  • A. How Long
    "How Long" is a 2017 pop/R&B single by American singer-songwriter Charlie Puth, known for its slick production, catchy groove, and themes of infidelity and regret.
  • B. It Won’t Be Long
    "It Won’t Be Long" is an upbeat early Beatles song, written primarily by John Lennon, that opens their 1963 album *With The Beatles* and showcases their signature harmonies and call-and-response style.
  • C. You’ve Been Around Too Long
    "You’ve Been Around Too Long" is a short story by Jack Dann that blends speculative elements with psychological and emotional depth, typical of modern fantasy fiction.
  • D. Seems So Long
    "Seems So Long" is a song by Stevie Wonder, known as a soulful album track from his early 1970s period.
  • E. It Won’t Be Long Now
    "It Won’t Be Long Now" is an upbeat, hopeful song from the musical *In the Heights* that highlights the dreams and determination of characters in Washington Heights, especially Vanessa.
  • 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_69c008cabc4081909723e2547c9d6cc0 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c063bb340c8190ab81b249cefa91ca completed March 22, 2026, 9:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69c2446629248190945f0f4f4a103bbd completed March 24, 2026, 7:59 a.m.
NEDg Description generation batch_69c246b507a08190ab5423c54e2b0eb5 completed March 24, 2026, 8:09 a.m.
NED2 Entity disambiguation (via description) batch_69c2471ce99c8190af2305937dfacc9c completed March 24, 2026, 8:11 a.m.
Created at: March 22, 2026, 4:25 p.m.