Triple

T4791067
Position Surface form Disambiguated ID Type / Status
Subject Sam Cooke E106600 entity
Predicate notableWork P4 FINISHED
Object Chain Gang
"Chain Gang" is a 1960 rhythm and blues song by Sam Cooke that became one of his biggest hits, noted for its socially conscious lyrics and distinctive vocal sounds mimicking work-gang chants.
E470081 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: Chain Gang | Statement: [Sam Cooke, notableWork, Chain Gang]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Chain Gang
Context triple: [Sam Cooke, notableWork, Chain Gang]
  • A. Gang Squad
    Gang Squad is a specialized New York City Police Department unit focused on investigating and suppressing gang-related crime and violence.
  • B. Re-Up Gang
    Re-Up Gang is a hip hop group best known as the lyrical collective formed by Pusha T and his collaborators for their acclaimed street-oriented mixtapes and projects.
  • C. The Gang
    The Gang is the dysfunctional central group of friends in the TV sitcom "It's Always Sunny in Philadelphia," known for their selfish schemes and morally questionable antics.
  • D. Bloodhound Gang
    Bloodhound Gang is an American rock band known for its comedic, sexually explicit, and satirical songs that blend alternative rock, punk, and hip hop influences.
  • E. Machine Gun Corps
    The Machine Gun Corps was a specialized British Army unit formed during World War I to provide concentrated machine-gun fire support on the battlefield.
  • 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: Chain Gang
Triple: [Sam Cooke, notableWork, Chain Gang]
Generated description
"Chain Gang" is a 1960 rhythm and blues song by Sam Cooke that became one of his biggest hits, noted for its socially conscious lyrics and distinctive vocal sounds mimicking work-gang chants.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Chain Gang
Target entity description: "Chain Gang" is a 1960 rhythm and blues song by Sam Cooke that became one of his biggest hits, noted for its socially conscious lyrics and distinctive vocal sounds mimicking work-gang chants.
  • A. Gang Squad
    Gang Squad is a specialized New York City Police Department unit focused on investigating and suppressing gang-related crime and violence.
  • B. Re-Up Gang
    Re-Up Gang is a hip hop group best known as the lyrical collective formed by Pusha T and his collaborators for their acclaimed street-oriented mixtapes and projects.
  • C. The Gang
    The Gang is the dysfunctional central group of friends in the TV sitcom "It's Always Sunny in Philadelphia," known for their selfish schemes and morally questionable antics.
  • D. Bloodhound Gang
    Bloodhound Gang is an American rock band known for its comedic, sexually explicit, and satirical songs that blend alternative rock, punk, and hip hop influences.
  • E. Machine Gun Corps
    The Machine Gun Corps was a specialized British Army unit formed during World War I to provide concentrated machine-gun fire support on the battlefield.
  • 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_69bd43f591c881909e5a532388b0f3f3 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd65ddff388190b55071ed5cae7688 completed March 20, 2026, 3:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69be43e8f9dc8190b4e932d179e2f097 completed March 21, 2026, 7:08 a.m.
NEDg Description generation batch_69be4603d32c819092c3c48a3ba41833 completed March 21, 2026, 7:17 a.m.
NED2 Entity disambiguation (via description) batch_69be472cd6b88190bc998340ffd2b66e completed March 21, 2026, 7:22 a.m.
Created at: March 20, 2026, 1:22 p.m.