Triple

T22005844
Position Surface form Disambiguated ID Type / Status
Subject Machine Head E543448 entity
Predicate album P1995 FINISHED
Object The More Things Change... — NE NERFINISHED

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: The More Things Change... | Statement: [Machine Head, album, The More Things Change...]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: The More Things Change...
Context triple: [Machine Head, album, The More Things Change...]
  • A. The More Things Change... chosen
    "The More Things Change..." is the second studio album by American metal band Machine Head, known for its heavy groove metal sound and darker, more aggressive style than their debut.
  • B. More Things Change
    "More Things Change" is a short film written and directed by Kerri Higuchi that explores the complexities of identity and relationships.
  • C. Some Things Just Don’t Change
    "Some Things Just Don’t Change" is a track from Killswitch Engage guitarist Adam Dutkiewicz’s metalcore side project Soulfire, showcasing his melodic yet heavy songwriting style.
  • D. Some Things Never Change
    "Some Things Never Change" is a 1997 studio album by British rock band Supertramp that marked their return to a more classic progressive pop-rock sound after a long recording hiatus.
  • E. The World Changes
    The World Changes is a 1933 American drama film in which actor William Janney appears alongside a cast led by Paul Muni, depicting the rise of a lumber dynasty across generations.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

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_69e11e2db934819095556760c7d85e4d completed April 16, 2026, 5:36 p.m.
NER Named-entity recognition batch_69f127a0afa881908318a4ebe211ca28 completed April 28, 2026, 9:33 p.m.
Created at: April 16, 2026, 8:21 p.m.