Triple

T4207906
Position Surface form Disambiguated ID Type / Status
Subject Public Enemy E93826 entity
Predicate notableWork P4 FINISHED
Object Black Steel in the Hour of Chaos
"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.
E421378 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: Black Steel in the Hour of Chaos | Statement: [Public Enemy, notableWork, 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: [Public Enemy, notableWork, Black Steel in the Hour of Chaos]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. Cold Blue Steel and Sweet Fire
    "Cold Blue Steel and Sweet Fire" is a jazz-inflected folk song by Joni Mitchell that explores themes of addiction and urban despair.
  • 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: Black Steel in the Hour of Chaos
Triple: [Public Enemy, notableWork, Black Steel in the Hour of Chaos]
Generated description
"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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Black Steel in the Hour of Chaos
Target entity description: "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.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. Cold Blue Steel and Sweet Fire
    "Cold Blue Steel and Sweet Fire" is a jazz-inflected folk song by Joni Mitchell that explores themes of addiction and urban despair.
  • 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_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_69b59628da008190ae0e458ed3a5890b completed March 14, 2026, 5:08 p.m.
NEDg Description generation batch_69b596b7330081908c66a5a756531ffd completed March 14, 2026, 5:11 p.m.
NED2 Entity disambiguation (via description) batch_69b59762105481908e3534600486b82d completed March 14, 2026, 5:14 p.m.
Created at: March 12, 2026, 11:03 p.m.