Triple
T16879416
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Black Steel in the Hour of Chaos |
E421378
|
entity |
| Predicate | album |
P1995
|
FINISHED |
| Object | It Takes a Nation of Millions to Hold Us Back |
E93832
|
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: It Takes a Nation of Millions to Hold Us Back | Statement: [Black Steel in the Hour of Chaos, album, It Takes a Nation of Millions to Hold Us Back]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: It Takes a Nation of Millions to Hold Us Back Context triple: [Black Steel in the Hour of Chaos, album, It Takes a Nation of Millions to Hold Us Back]
-
A.
It Takes a Nation of Millions to Hold Us Back
chosen
It Takes a Nation of Millions to Hold Us Back is Public Enemy’s landmark 1988 hip-hop album, renowned for its politically charged lyrics, dense production, and lasting influence on rap music.
-
B.
The Roots Is Comin'
"The Roots Is Comin'" is an early track by the Philadelphia hip hop band The Roots, showcasing their jazz-influenced, live-instrument style that helped define their debut era.
-
C.
Rhythm Nation 1814
Rhythm Nation 1814 is Janet Jackson’s socially conscious 1989 concept album that blends pop, R&B, and industrial sounds to address themes of racism, poverty, and unity.
-
D.
Rhythm Nation
Rhythm Nation is a music label known for producing and distributing recordings, particularly in the pop and R&B genres.
-
E.
Aquemini
Aquemini is OutKast’s critically acclaimed third studio album, noted for its innovative fusion of Southern hip hop, funk, and soul.
- 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_69d889d470fc8190b4aec199636c0c56 |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e3b7f9aea0819090aef3c0c1ad349d |
completed | April 18, 2026, 4:57 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a015fb6aff481908cb3d03b229ebf11 |
completed | May 11, 2026, 4:48 a.m. |
Created at: April 10, 2026, 5:29 a.m.