Triple

T13524596
Position Surface form Disambiguated ID Type / Status
Subject Depeche Mode E322986 entity
Predicate notableWork P4 FINISHED
Object Delta Machine
Delta Machine is a 2013 studio album by English electronic band Depeche Mode, noted for its dark, blues-influenced synth sound and introspective themes.
 E1045216 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: Delta Machine | Statement: [Depeche Mode, notableWork, Delta Machine]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Delta Machine
Context triple: [Depeche Mode, notableWork, Delta Machine]
  • A. This Machine
    "This Machine" is a 2012 studio album by American alternative rock band The Dandy Warhols, noted for its darker, more stripped-down sound compared to their earlier work.
  • B. Warm Machine
    Warm Machine is a song by the British rock band Bush, featured on their 1999 album "The Science of Things."
  • C. Dream Machines
    Dream Machines is the visionary second half of Ted Nelson’s influential 1974 book that imagines interactive, hypertext-based computers as tools for personal creativity and liberation.
  • D. Can’t Stop
    "Can’t Stop" is a soulful, groove-driven track by NxWorries (Anderson .Paak and Knxwledge) that showcases their signature blend of R&B, hip-hop, and laid-back funk.
  • E. Still Down
    "Still Down" is a music production or song project associated with American record producer Happy Perez, known for his work in R&B and hip-hop.
  • 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: Delta Machine
Triple: [Depeche Mode, notableWork, Delta Machine]
Generated description
Delta Machine is a 2013 studio album by English electronic band Depeche Mode, noted for its dark, blues-influenced synth sound and introspective themes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Delta Machine
Target entity description: Delta Machine is a 2013 studio album by English electronic band Depeche Mode, noted for its dark, blues-influenced synth sound and introspective themes.
  • A. This Machine
    "This Machine" is a 2012 studio album by American alternative rock band The Dandy Warhols, noted for its darker, more stripped-down sound compared to their earlier work.
  • B. Warm Machine
    Warm Machine is a song by the British rock band Bush, featured on their 1999 album "The Science of Things."
  • C. Dream Machines
    Dream Machines is the visionary second half of Ted Nelson’s influential 1974 book that imagines interactive, hypertext-based computers as tools for personal creativity and liberation.
  • D. Can’t Stop
    "Can’t Stop" is a soulful, groove-driven track by NxWorries (Anderson .Paak and Knxwledge) that showcases their signature blend of R&B, hip-hop, and laid-back funk.
  • E. Still Down
    "Still Down" is a music production or song project associated with American record producer Happy Perez, known for his work in R&B and hip-hop.
  • 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_69d80766a21881909f21a1b7421d3b8a completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbafa6ad60819087824e4ac83934ed completed April 12, 2026, 2:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69f7549c016c8190945a185b2bc20689 completed May 3, 2026, 1:58 p.m.
NEDg Description generation batch_69f75574d25881908c6fdef3f35cba85 completed May 3, 2026, 2:02 p.m.
NED2 Entity disambiguation (via description) batch_69f7561f170c8190b12c79fbbe57ad91 completed May 3, 2026, 2:05 p.m.
Created at: April 9, 2026, 9:44 p.m.