Triple
T788478
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Def Jam Recordings |
E16856
|
entity |
| Predicate | notableRelease |
P13405
|
FINISHED |
| Object |
It Takes a Nation of Millions to Hold Us Back
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.
|
E93832
|
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: It Takes a Nation of Millions to Hold Us Back | Statement: [Def Jam Recordings, notableRelease, 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: [Def Jam Recordings, notableRelease, It Takes a Nation of Millions to Hold Us Back]
-
A.
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.
-
B.
Songs in the Key of Life
Songs in the Key of Life is a landmark 1976 double album by Stevie Wonder, widely regarded as one of the greatest and most influential albums in popular music history.
-
C.
Black America Again
Black America Again is a socially conscious hip-hop album by Common that addresses systemic racism, black identity, and political resistance in contemporary America.
-
D.
Sure Thing
"Sure Thing" is a smooth, R&B love song by American singer Miguel that became one of his breakout hits and a fan favorite.
-
E.
Beat of the Future
Beat of the Future was the futuristic, youth-oriented musical theme featured in the halftime show of Super Bowl XX.
- 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: It Takes a Nation of Millions to Hold Us Back Triple: [Def Jam Recordings, notableRelease, It Takes a Nation of Millions to Hold Us Back]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: It Takes a Nation of Millions to Hold Us Back Target entity description: 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.
-
A.
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.
-
B.
Songs in the Key of Life
Songs in the Key of Life is a landmark 1976 double album by Stevie Wonder, widely regarded as one of the greatest and most influential albums in popular music history.
-
C.
Black America Again
Black America Again is a socially conscious hip-hop album by Common that addresses systemic racism, black identity, and political resistance in contemporary America.
-
D.
Sure Thing
"Sure Thing" is a smooth, R&B love song by American singer Miguel that became one of his breakout hits and a fan favorite.
-
E.
Beat of the Future
Beat of the Future was the futuristic, youth-oriented musical theme featured in the halftime show of Super Bowl XX.
- 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_69a4936cb7448190914f5fe4b8d81607 |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a4a782fe988190966b958673fe12bf |
completed | March 1, 2026, 8:54 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a6787eac608190acc40d56f827284e |
completed | March 3, 2026, 5:58 a.m. |
| NEDg | Description generation | batch_69a67a663f6c819084b5dffdde3531aa |
completed | March 3, 2026, 6:06 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a67b1d50b0819088232ad797babced |
completed | March 3, 2026, 6:09 a.m. |
Created at: March 1, 2026, 7:38 p.m.