Triple

T14951776
Position Surface form Disambiguated ID Type / Status
Subject Bob Mothersbaugh E372810 entity
Predicate notableWork P4 FINISHED
Object Duty Now for the Future
Duty Now for the Future is the 1979 studio album by American new wave band Devo, known for its experimental, synth-driven sound and satirical themes.
E1129145 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: Duty Now for the Future | Statement: [Bob Mothersbaugh, notableWork, Duty Now for the Future]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Duty Now for the Future
Context triple: [Bob Mothersbaugh, notableWork, Duty Now for the Future]
  • A. Love the Future
    Love the Future is the debut studio album by American indie pop band Chester French, blending catchy melodies with quirky, genre-blurring production.
  • B. Hope for the Future
    Hope for the Future is a significant artwork by American artist Charles White that reflects his powerful, socially conscious depictions of African American life and struggle.
  • C. A Time for Action
    "A Time for Action" is a political and economic commentary book by former U.S. Treasury Secretary William E. Simon, advocating free-market principles and conservative fiscal policies.
  • D. What the Future Holds
    "What the Future Holds" is a studio album by British pop group Steps that continues their signature dance-pop sound with contemporary production and nostalgic appeal.
  • E. The World Will Know
    "The World Will Know" is a defiant protest anthem from the stage musical Newsies, sung by the newsboys as they unite to strike against powerful publishers.
  • 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: Duty Now for the Future
Triple: [Bob Mothersbaugh, notableWork, Duty Now for the Future]
Generated description
Duty Now for the Future is the 1979 studio album by American new wave band Devo, known for its experimental, synth-driven sound and satirical themes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Duty Now for the Future
Target entity description: Duty Now for the Future is the 1979 studio album by American new wave band Devo, known for its experimental, synth-driven sound and satirical themes.
  • A. Love the Future
    Love the Future is the debut studio album by American indie pop band Chester French, blending catchy melodies with quirky, genre-blurring production.
  • B. Hope for the Future
    Hope for the Future is a significant artwork by American artist Charles White that reflects his powerful, socially conscious depictions of African American life and struggle.
  • C. A Time for Action
    "A Time for Action" is a political and economic commentary book by former U.S. Treasury Secretary William E. Simon, advocating free-market principles and conservative fiscal policies.
  • D. What the Future Holds
    "What the Future Holds" is a studio album by British pop group Steps that continues their signature dance-pop sound with contemporary production and nostalgic appeal.
  • E. The World Will Know
    "The World Will Know" is a defiant protest anthem from the stage musical Newsies, sung by the newsboys as they unite to strike against powerful publishers.
  • 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_69d85cca979481908747d2a81eba1cea completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69ded690f2e08190ad9dad6dc05a164a completed April 15, 2026, 12:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69fe7e9a6098819087b6e81bebcf6805 completed May 9, 2026, 12:23 a.m.
NEDg Description generation batch_69fe83fdef58819098cda8cca0d810dd completed May 9, 2026, 12:46 a.m.
NED2 Entity disambiguation (via description) batch_69fe8518121c8190b6ffcc14ec5ac8ea completed May 9, 2026, 12:51 a.m.
Created at: April 10, 2026, 2:39 a.m.