Triple

T5504882
Position Surface form Disambiguated ID Type / Status
Subject KRS-One E144414 entity
Predicate notableWork P4 FINISHED
Object By All Means Necessary
"By All Means Necessary" is a politically charged hip-hop album by KRS-One (as Boogie Down Productions), known for its socially conscious lyrics and iconic cover referencing Malcolm X.
 E529319 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: By All Means Necessary | Statement: [KRS-One, notableWork, By All Means Necessary]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: By All Means Necessary
Context triple: [KRS-One, notableWork, By All Means Necessary]
  • A. This Means War
    This Means War is a 2012 action-romantic comedy film in which two CIA agents and best friends, played by Tom Hardy and Chris Pine, compete for the affection of the same woman.
  • B. All or Nothing
    All or Nothing is a 2002 British drama film written and directed by Mike Leigh that explores the lives and struggles of working-class families in London.
  • C. All or Nothing
    "All or Nothing" is a pop song by the American boy band O-Town that became one of their most recognizable hits in the early 2000s.
  • D. Ready for Anything
    "Ready for Anything" is the official motto of the British Army’s 16 Air Assault Brigade Combat Team, reflecting its rapid-response, high-readiness role.
  • E. Now More Than Ever
    "Now More Than Ever" was the central re-election slogan used by Richard Nixon during his 1972 U.S. presidential campaign.
  • 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: By All Means Necessary
Triple: [KRS-One, notableWork, By All Means Necessary]
Generated description
"By All Means Necessary" is a politically charged hip-hop album by KRS-One (as Boogie Down Productions), known for its socially conscious lyrics and iconic cover referencing Malcolm X.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: By All Means Necessary
Target entity description: "By All Means Necessary" is a politically charged hip-hop album by KRS-One (as Boogie Down Productions), known for its socially conscious lyrics and iconic cover referencing Malcolm X.
  • A. This Means War
    This Means War is a 2012 action-romantic comedy film in which two CIA agents and best friends, played by Tom Hardy and Chris Pine, compete for the affection of the same woman.
  • B. All or Nothing
    All or Nothing is a 2002 British drama film written and directed by Mike Leigh that explores the lives and struggles of working-class families in London.
  • C. All or Nothing
    "All or Nothing" is a pop song by the American boy band O-Town that became one of their most recognizable hits in the early 2000s.
  • D. Ready for Anything
    "Ready for Anything" is the official motto of the British Army’s 16 Air Assault Brigade Combat Team, reflecting its rapid-response, high-readiness role.
  • E. Now More Than Ever
    "Now More Than Ever" was the central re-election slogan used by Richard Nixon during his 1972 U.S. presidential campaign.
  • 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_69c008f6b5048190a09064116062cf69 completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c01f0e91d08190a4db907030955bb3 completed March 22, 2026, 4:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69c027ae9a448190a927d39d30f0134b completed March 22, 2026, 5:32 p.m.
NEDg Description generation batch_69c037fca93881908d4d7403bfb1f866 completed March 22, 2026, 6:42 p.m.
NED2 Entity disambiguation (via description) batch_69c03898327c8190bd3b889bd7663003 completed March 22, 2026, 6:44 p.m.
Created at: March 22, 2026, 3:32 p.m.