Triple

T13060463
Position Surface form Disambiguated ID Type / Status
Subject We Need To Talk E329181 entity
Predicate hasPart P35 FINISHED
Object We Need To Talk (title track) E329181 NE FINISHED

How this triple was built (2 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: We Need To Talk (title track) | Statement: [We Need To Talk, hasPart, We Need To Talk (title track)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: We Need To Talk (title track)
Context triple: [We Need To Talk, hasPart, We Need To Talk (title track)]
  • A. We Need To Talk chosen
    We Need To Talk is the debut studio album by American singer-songwriter Tayla Parx, showcasing her blend of pop, R&B, and contemporary songwriting.
  • B. Can We Talk
    "Can We Talk" is a 1993 R&B ballad, written and produced by Babyface and performed by Tevin Campbell, that became one of the defining slow jams of the decade.
  • C. We Just Wanna Talk
    We Just Wanna Talk is a song by British-American singer-songwriter and filmmaker Cosmo Jarvis, known for its offbeat storytelling and genre-blending indie style.
  • D. We Can Talk
    "We Can Talk" is a lively, harmony-rich song by the Canadian-American rock group The Band, showcasing Richard Manuel’s distinctive vocal and songwriting style.
  • E. We Don’t Talk Anymore
    "We Don’t Talk Anymore" is a 2016 pop song by Charlie Puth featuring Selena Gomez, known for its catchy melody and lyrics about post-breakup distance and unresolved feelings.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69d80771749c81909a6d9197b9504872 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d980e7ee548190b4b18bdb1357c359 completed April 10, 2026, 10:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6cbe259408190a7e88482c96f24a9 completed May 3, 2026, 4:15 a.m.
Created at: April 9, 2026, 8:58 p.m.