Triple

T22128086
Position Surface form Disambiguated ID Type / Status
Subject Gunpowder & Lead E546840 entity
Predicate writer P1360 FINISHED
Object Heather Little 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: Heather Little | Statement: [Gunpowder & Lead, writer, Heather Little]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Heather Little
Context triple: [Gunpowder & Lead, writer, Heather Little]
  • A. Heather Kidd
    Heather Kidd is the wife of English lyricist Bernie Taupin, known for her long-term marriage to the famed songwriter.
  • B. Heather Ogden
    Heather Ogden is a celebrated Canadian ballet dancer and longtime principal with the National Ballet of Canada, renowned for her artistry, musicality, and leading roles in both classical and contemporary works.
  • C. Dayna Mellanby
    Dayna Mellanby is a skilled weapons expert and freedom fighter from the British science fiction television series "Blake's 7."
  • D. Keala Kennelly
    Keala Kennelly is a Hawaiian professional big-wave surfer and actress, renowned both for her pioneering achievements in women's surfing and her roles in film and television.
  • E. Heather Holloway
    Heather Holloway is a seductive and ambitious investigative journalist in the satirical film "Thank You for Smoking," who becomes entangled with tobacco lobbyist Nick Naylor while pursuing a career-making exposé.
  • 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: Heather Little
Target entity description: Heather Little is a country music songwriter best known for co-writing Miranda Lambert’s hit song "Gunpowder & Lead."
  • A. Heather Kidd
    Heather Kidd is the wife of English lyricist Bernie Taupin, known for her long-term marriage to the famed songwriter.
  • B. Heather Ogden
    Heather Ogden is a celebrated Canadian ballet dancer and longtime principal with the National Ballet of Canada, renowned for her artistry, musicality, and leading roles in both classical and contemporary works.
  • C. Dayna Mellanby
    Dayna Mellanby is a skilled weapons expert and freedom fighter from the British science fiction television series "Blake's 7."
  • D. Keala Kennelly
    Keala Kennelly is a Hawaiian professional big-wave surfer and actress, renowned both for her pioneering achievements in women's surfing and her roles in film and television.
  • E. Heather Holloway
    Heather Holloway is a seductive and ambitious investigative journalist in the satirical film "Thank You for Smoking," who becomes entangled with tobacco lobbyist Nick Naylor while pursuing a career-making exposé.
  • 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_69e11e39bf348190b541bfa16a7b71e0 completed April 16, 2026, 5:36 p.m.
NER Named-entity recognition batch_69f12982eaa08190933d3036c020f562 completed April 28, 2026, 9:41 p.m.
Created at: April 16, 2026, 8:32 p.m.