Triple

T3477042
Position Surface form Disambiguated ID Type / Status
Subject Surf E73398 entity
Predicate hasTrack P3284 FINISHED
Object Warm Enough
"Warm Enough" is a song by the American indie rock band Surf, known for its mellow, surf-influenced sound.
 E361477 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: Warm Enough | Statement: [Surf, hasTrack, Warm Enough]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Warm Enough
Context triple: [Surf, hasTrack, Warm Enough]
  • A. The Warm Up
    The Warm Up is J. Cole’s acclaimed 2009 mixtape that helped launch his mainstream career with introspective lyrics and soulful, sample-heavy production.
  • B. Stay Cool
    "Stay Cool" is a song featured on the 2004 album *The Tipping Point* by British soul and R&B band The Roots.
  • C. Hotter than July
    Hotter than July is a 1980 Stevie Wonder studio album blending R&B, soul, and reggae influences, best known for songs like "Master Blaster (Jammin')" and "Happy Birthday."
  • D. Wintering Out
    "Wintering Out" is a 1972 poetry collection by Irish poet Seamus Heaney that explores themes of landscape, language, and identity in the context of Northern Ireland.
  • E. Good Enough
    "Good Enough" is a song by American R&B singer Bobby Brown, known for its smooth new jack swing style and emotive vocals.
  • 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: Warm Enough
Triple: [Surf, hasTrack, Warm Enough]
Generated description
"Warm Enough" is a song by the American indie rock band Surf, known for its mellow, surf-influenced sound.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Warm Enough
Target entity description: "Warm Enough" is a song by the American indie rock band Surf, known for its mellow, surf-influenced sound.
  • A. The Warm Up
    The Warm Up is J. Cole’s acclaimed 2009 mixtape that helped launch his mainstream career with introspective lyrics and soulful, sample-heavy production.
  • B. Stay Cool
    "Stay Cool" is a song featured on the 2004 album *The Tipping Point* by British soul and R&B band The Roots.
  • C. Hotter than July
    Hotter than July is a 1980 Stevie Wonder studio album blending R&B, soul, and reggae influences, best known for songs like "Master Blaster (Jammin')" and "Happy Birthday."
  • D. Wintering Out
    "Wintering Out" is a 1972 poetry collection by Irish poet Seamus Heaney that explores themes of landscape, language, and identity in the context of Northern Ireland.
  • E. Good Enough
    "Good Enough" is a song by American R&B singer Bobby Brown, known for its smooth new jack swing style and emotive vocals.
  • 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_69ad85b3c9b08190857cae74c7f36da9 completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adbb5a5cb88190be5624ae224e4c91 completed March 8, 2026, 6:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69b3681822488190a9876a21236f9aa3 completed March 13, 2026, 1:27 a.m.
NEDg Description generation batch_69b368b4e504819094ca0adbdbe7bfd9 completed March 13, 2026, 1:30 a.m.
NED2 Entity disambiguation (via description) batch_69b3693a8d6481909dadce4ac6109ff3 completed March 13, 2026, 1:32 a.m.
Created at: March 8, 2026, 3:17 p.m.