Triple

T3122365
Position Surface form Disambiguated ID Type / Status
Subject Tayla Parx E65213 entity
Predicate album P1995 FINISHED
Object We Need To Talk 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 | Statement: [Tayla Parx, album, We Need To Talk]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: We Need To Talk
Context triple: [Tayla Parx, album, We Need To Talk]
  • 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. Let's Talk About It
    "Let's Talk About It" is a track from Clipse’s debut album "Lord Willin'" that showcases the duo’s sharp lyricism over Neptunes-produced beats.
  • C. Talk to Me
    "Talk to Me" is a song featured on Joni Mitchell's 1977 album "Don Juan's Reckless Daughter."
  • D. What We Talk About When We Talk About Love
    What We Talk About When We Talk About Love is a seminal 1981 short story collection by Raymond Carver that helped define contemporary American minimalist fiction through its spare, emotionally charged portraits of ordinary lives and relationships.
  • E. Ain't Talkin'
    "Ain't Talkin'" is a long, brooding, and apocalyptic folk song by Bob Dylan that closes his 2006 album *Modern Times*.
  • 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_69ad8580c72481909672d37acf647893 completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada52ab05c819088204bbb608c837c completed March 8, 2026, 4:34 p.m.
NED1 Entity disambiguation (via context triple) batch_69b224d42fc4819095a0f6aec59db2c1 completed March 12, 2026, 2:28 a.m.
Created at: March 8, 2026, 3:04 p.m.