Triple

T19129622
Position Surface form Disambiguated ID Type / Status
Subject Heaux Tales E468280 entity
Predicate producer P490 FINISHED
Object H.A.M — NE NERFINISHED

How this triple was built (3 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: H.A.M | Statement: [Heaux Tales, producer, H.A.M]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: H.A.M
Context triple: [Heaux Tales, producer, H.A.M]
  • A. H•A•M
    H•A•M is a hard-hitting, Lex Luger–produced hip-hop track by Jay-Z and Kanye West that showcases their aggressive, boastful lyricism and opulent Watch the Throne-era sound.
  • B. B.A.M.
    B.A.M. is a music producer known for contributing to Mary J. Blige’s album "Strength of a Woman."
  • C. A Ha
    "A Ha" is a track from the album *True Magic* by American rapper and producer Mos Def.
  • D. H.O.C.
    "H.O.C." is a reflective, narrative-driven hip-hop track by Kendrick Lamar that explores themes of drug use, perception, and authenticity.
  • E. Ham
    Ham is a suburban riverside district in southwest London, England, known for its historic houses, green spaces, and proximity to the River Thames.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: H.A.M
Target entity description: H.A.M is a music producer known for contributing to Jazmine Sullivan’s acclaimed R&B project "Heaux Tales."
  • A. H•A•M
    H•A•M is a hard-hitting, Lex Luger–produced hip-hop track by Jay-Z and Kanye West that showcases their aggressive, boastful lyricism and opulent Watch the Throne-era sound.
  • B. B.A.M.
    B.A.M. is a music producer known for contributing to Mary J. Blige’s album "Strength of a Woman."
  • C. A Ha
    "A Ha" is a track from the album *True Magic* by American rapper and producer Mos Def.
  • D. H.O.C.
    "H.O.C." is a reflective, narrative-driven hip-hop track by Kendrick Lamar that explores themes of drug use, perception, and authenticity.
  • E. Ham
    Ham is a suburban riverside district in southwest London, England, known for its historic houses, green spaces, and proximity to the River Thames.
  • F. None of above. chosen

Provenance (2 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_69d8dd0796a48190b34ce4cd9d3f3be5 completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5e3cf8d348190b27fc7d7d39f46f1 completed April 20, 2026, 8:29 a.m.
Created at: April 10, 2026, 12:05 p.m.