Triple
T15530362
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Devo |
E370196
|
entity |
| Predicate | album |
P1995
|
FINISHED |
| Object | “Duty Now for the Future” |
E1129145
|
NE FINISHED |
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: “Duty Now for the Future” | Statement: [Devo, album, “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: [Devo, album, “Duty Now for the Future”]
-
A.
Duty Now for the Future
chosen
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.
-
B.
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.
-
C.
The Future Needs Us
The Future Needs Us is a work whose title suggests a forward-looking call to action about humanity’s responsibility in shaping the future.
-
D.
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.
-
E.
The Future is Yours
"The Future is Yours" is the official motto of the United Daughters of the Confederacy, reflecting the organization’s emphasis on shaping historical memory and values for coming generations.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d85cc521a08190921fb50319dddc34 |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69e0414773548190b3311515f9d957dd |
completed | April 16, 2026, 1:54 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff3d5b989c8190a76612df167ba1dd |
completed | May 9, 2026, 1:57 p.m. |
Created at: April 10, 2026, 4:05 a.m.