Triple

T10404043
Position Surface form Disambiguated ID Type / Status
Subject Happy Perez E245217 entity
Predicate notableWork P4 FINISHED
Object Comfortable (H.E.R. song)
"Comfortable" is an R&B song by American singer H.E.R., known for its smooth, intimate production and soulful vocals.
 E860936 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: Comfortable (H.E.R. song) | Statement: [Happy Perez, notableWork, Comfortable (H.E.R. song)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Comfortable (H.E.R. song)
Context triple: [Happy Perez, notableWork, Comfortable (H.E.R. song)]
  • A. Happy with You
    "Happy with You" is a melodic, introspective song by Paul McCartney from his 2018 studio album "Egypt Station."
  • B. Hang Loose
    Hang Loose is a track featured on the album "Boys & Girls" by the American rock band Alabama Shakes.
  • C. So Familiar
    "So Familiar" is a collaborative studio album by singer-songwriter Edie Brickell and comedian-musician Steve Martin, blending Brickell's vocals and lyrics with Martin's banjo-driven bluegrass compositions.
  • D. So Well
    "So Well" is a song featured on the album "Nothing Is Wrong" by the American folk-rock band Dawes.
  • E. Happy Now
    "Happy Now" is a song by the American rock band Progress, released as one of their singles.
  • 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: Comfortable (H.E.R. song)
Triple: [Happy Perez, notableWork, Comfortable (H.E.R. song)]
Generated description
"Comfortable" is an R&B song by American singer H.E.R., known for its smooth, intimate production and soulful vocals.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Comfortable (H.E.R. song)
Target entity description: "Comfortable" is an R&B song by American singer H.E.R., known for its smooth, intimate production and soulful vocals.
  • A. Happy with You
    "Happy with You" is a melodic, introspective song by Paul McCartney from his 2018 studio album "Egypt Station."
  • B. Hang Loose
    Hang Loose is a track featured on the album "Boys & Girls" by the American rock band Alabama Shakes.
  • C. So Familiar
    "So Familiar" is a collaborative studio album by singer-songwriter Edie Brickell and comedian-musician Steve Martin, blending Brickell's vocals and lyrics with Martin's banjo-driven bluegrass compositions.
  • D. So Well
    "So Well" is a song featured on the album "Nothing Is Wrong" by the American folk-rock band Dawes.
  • E. Happy Now
    "Happy Now" is a song by the American rock band Progress, released as one of their singles.
  • 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_69d381be340c8190b05998703d42d224 completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4e9e5fb58819081d7d3e1dc625197 completed April 7, 2026, 11:26 a.m.
NED1 Entity disambiguation (via context triple) batch_69d7fbdb86788190bb1a8802f713fea2 completed April 9, 2026, 7:19 p.m.
NEDg Description generation batch_69d807606770819096ebb2cb66f8dcc9 completed April 9, 2026, 8:09 p.m.
NED2 Entity disambiguation (via description) batch_69d81c5513308190b07fdea06d31854f completed April 9, 2026, 9:38 p.m.
Created at: April 6, 2026, 12:08 p.m.