Triple

T6480334
Position Surface form Disambiguated ID Type / Status
Subject Nine Inch Nails E146174 entity
Predicate notableWork P4 FINISHED
Object Hesitation Marks
Hesitation Marks is a 2013 studio album by American industrial rock band Nine Inch Nails, noted for its introspective themes and a more restrained, electronic-leaning sound.
E596450 NE FINISHED

How this triple was built (4 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: Hesitation Marks | Statement: [Nine Inch Nails, notableWork, Hesitation Marks]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hesitation Marks
Context triple: [Nine Inch Nails, notableWork, Hesitation Marks]
  • A. Last Seen Wearing
    "Last Seen Wearing" is a crime novel in Colin Dexter's Inspector Morse series, featuring the detective's investigation into the disappearance of a schoolgirl.
  • B. The Waiting
    "The Waiting" is a popular rock song by Tom Petty and the Heartbreakers, known for its jangly guitars and reflective lyrics about anticipation and patience.
  • C. Meantime
    Meantime is Helmet’s influential 1992 heavy metal album known for its precise, riff-driven sound and impact on alternative and post-hardcore music.
  • D. Meantime
    Meantime is a 1983 British television film directed by Mike Leigh that portrays the bleak lives of a working-class family in Thatcher-era London.
  • E. You Ain't the First
    "You Ain't the First" is an acoustic, country-tinged rock song by Guns N' Roses known for its laid-back, barroom style and breakup-themed lyrics.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Hesitation Marks
Triple: [Nine Inch Nails, notableWork, Hesitation Marks]
Generated description
Hesitation Marks is a 2013 studio album by American industrial rock band Nine Inch Nails, noted for its introspective themes and a more restrained, electronic-leaning sound.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hesitation Marks
Target entity description: Hesitation Marks is a 2013 studio album by American industrial rock band Nine Inch Nails, noted for its introspective themes and a more restrained, electronic-leaning sound.
  • A. Last Seen Wearing
    "Last Seen Wearing" is a crime novel in Colin Dexter's Inspector Morse series, featuring the detective's investigation into the disappearance of a schoolgirl.
  • B. The Waiting
    "The Waiting" is a popular rock song by Tom Petty and the Heartbreakers, known for its jangly guitars and reflective lyrics about anticipation and patience.
  • C. Meantime
    Meantime is Helmet’s influential 1992 heavy metal album known for its precise, riff-driven sound and impact on alternative and post-hardcore music.
  • D. Meantime
    Meantime is a 1983 British television film directed by Mike Leigh that portrays the bleak lives of a working-class family in Thatcher-era London.
  • E. You Ain't the First
    "You Ain't the First" is an acoustic, country-tinged rock song by Guns N' Roses known for its laid-back, barroom style and breakup-themed lyrics.
  • F. None of above. chosen

Provenance (5 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_69c008fec7408190af7b146dc63d9750 completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c06a4fe90c81908a7ce61e71f48a16 completed March 22, 2026, 10:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69c653aceb8c8190aff0abf15b049737 completed March 27, 2026, 9:53 a.m.
NEDg Description generation batch_69c6559d06c8819082cad37d62fcb3a3 completed March 27, 2026, 10:02 a.m.
NED2 Entity disambiguation (via description) batch_69c6564e01748190a3a12abcc0dfd30f completed March 27, 2026, 10:05 a.m.
Created at: March 22, 2026, 4:51 p.m.