Triple

T4161600
Position Surface form Disambiguated ID Type / Status
Subject Low E91544 entity
Predicate album P1995 FINISHED
Object Drums and Guns
Drums and Guns is a minimalist, experimental rock album by the indie band Low, noted for its stark production and dark, politically tinged themes.
E417114 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: Drums and Guns | Statement: [Low, album, Drums and Guns]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Drums and Guns
Context triple: [Low, album, Drums and Guns]
  • A. Stickin’ to My Guns
    "Stickin’ to My Guns" is a 1990 studio album by legendary American singer Etta James that blends her powerful blues and soul vocals with contemporary R&B and pop production.
  • B. She Bangs the Drums
    "She Bangs the Drums" is a seminal indie rock song by The Stone Roses, celebrated as one of the defining tracks of the late-1980s Madchester scene.
  • C. Gun, with Occasional Music
    Gun, with Occasional Music is a dystopian science fiction noir novel by Jonathan Lethem that blends hardboiled detective tropes with surreal elements like evolved animals and hallucinogenic drugs.
  • D. Guns Are Drawn
    "Guns Are Drawn" is a politically charged hip-hop track by The Roots known for its dense lyricism and socially conscious themes.
  • E. The Sound of Drums
    "The Sound of Drums" is a 2007 Doctor Who television episode that reintroduces the Master as a central villain and sets up the series three finale.
  • 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: Drums and Guns
Triple: [Low, album, Drums and Guns]
Generated description
Drums and Guns is a minimalist, experimental rock album by the indie band Low, noted for its stark production and dark, politically tinged themes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Drums and Guns
Target entity description: Drums and Guns is a minimalist, experimental rock album by the indie band Low, noted for its stark production and dark, politically tinged themes.
  • A. Stickin’ to My Guns
    "Stickin’ to My Guns" is a 1990 studio album by legendary American singer Etta James that blends her powerful blues and soul vocals with contemporary R&B and pop production.
  • B. She Bangs the Drums
    "She Bangs the Drums" is a seminal indie rock song by The Stone Roses, celebrated as one of the defining tracks of the late-1980s Madchester scene.
  • C. Gun, with Occasional Music
    Gun, with Occasional Music is a dystopian science fiction noir novel by Jonathan Lethem that blends hardboiled detective tropes with surreal elements like evolved animals and hallucinogenic drugs.
  • D. Guns Are Drawn
    "Guns Are Drawn" is a politically charged hip-hop track by The Roots known for its dense lyricism and socially conscious themes.
  • E. The Sound of Drums
    "The Sound of Drums" is a 2007 Doctor Who television episode that reintroduces the Master as a central villain and sets up the series three finale.
  • 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_69aed9626ebc8190a39de631788bea3e completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69af02a6b5f48190bdabf988d23f6e97 completed March 9, 2026, 5:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69b57f42f2cc8190ae10ea12273c930a completed March 14, 2026, 3:31 p.m.
NEDg Description generation batch_69b5800a12e48190b184373464930b1e completed March 14, 2026, 3:34 p.m.
NED2 Entity disambiguation (via description) batch_69b580af3eb88190a89d5827e32293c1 completed March 14, 2026, 3:37 p.m.
Created at: March 9, 2026, 3:44 p.m.