Triple
T4208228
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | It Takes a Nation of Millions to Hold Us Back |
E93832
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object | Black Steel in the Hour of Chaos |
E421378
|
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: Black Steel in the Hour of Chaos | Statement: [It Takes a Nation of Millions to Hold Us Back, hasPart, Black Steel in the Hour of Chaos]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Black Steel in the Hour of Chaos Context triple: [It Takes a Nation of Millions to Hold Us Back, hasPart, Black Steel in the Hour of Chaos]
-
A.
Black Steel in the Hour of Chaos
chosen
"Black Steel in the Hour of Chaos" is a politically charged hip hop track by Public Enemy that tells a dramatic prison-break narrative while critiquing systemic racism and the U.S. military draft.
-
B.
Breaker of Chains
"Breaker of Chains" is an instrumental track composed by Ramin Djawadi for the Game of Thrones Season 4 soundtrack, thematically associated with Daenerys Targaryen’s liberation of slaves.
-
C.
The Black Reckoning
The Black Reckoning is a fantasy novel by John Stephens, the third book in his middle-grade series The Books of Beginning, which follows three siblings wielding powerful magical artifacts to confront an ancient evil.
-
D.
From the Fires
From the Fires is a 2017 double EP by American rock band Greta Van Fleet that helped launch them to mainstream attention with its retro, Led Zeppelin-inspired sound.
-
E.
Iron Will
Iron Will is a 1994 Disney adventure film about a young man racing his sled dogs across the wilderness to save his family’s farm.
- 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_69b3451743608190808f41d17ccf2650 |
completed | March 12, 2026, 10:58 p.m. |
| NER | Named-entity recognition | batch_69b3480e2aa08190a0b24df3b0e4b272 |
completed | March 12, 2026, 11:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5a84ffb18819081fcd4b258ccfedf |
completed | March 14, 2026, 6:26 p.m. |
Created at: March 12, 2026, 11:03 p.m.