Triple

T20831536
Position Surface form Disambiguated ID Type / Status
Subject PTSD E512837 entity
Predicate hasPart P35 FINISHED
Object By Any Means
"By Any Means" is a track from J. Cole’s introspective hip-hop album "PTSD," exploring themes of struggle, resilience, and determination.
 E1452764 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 Any Means | Statement: [PTSD, hasPart, By Any Means]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: By Any Means
Context triple: [PTSD, hasPart, By Any Means]
  • A. 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.
  • B. The Only Way Out
    "The Only Way Out" is a song by the British rock band Man on the Run.
  • C. The Only Way Out
    "The Only Way Out" is a song by the British rock band Loaded, featured on their career-spanning compilation album "Loaded: The Greatest Hits 1994–2023."
  • D. The Tough Ones
    The Tough Ones is a 1970s Italian poliziottesco crime-action film known for its gritty violence, tough cop antihero, and cult status among Eurocrime cinema fans.
  • E. Call Me Anything
    "Call Me Anything" is a song by Bill Callahan featured on his album "Shepherd in a Sheepskin Vest."
  • 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 Any Means
Triple: [PTSD, hasPart, By Any Means]
Generated description
"By Any Means" is a track from J. Cole’s introspective hip-hop album "PTSD," exploring themes of struggle, resilience, and determination.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: By Any Means
Target entity description: "By Any Means" is a track from J. Cole’s introspective hip-hop album "PTSD," exploring themes of struggle, resilience, and determination.
  • A. 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.
  • B. The Only Way Out
    "The Only Way Out" is a song by the British rock band Man on the Run.
  • C. The Only Way Out
    "The Only Way Out" is a song by the British rock band Loaded, featured on their career-spanning compilation album "Loaded: The Greatest Hits 1994–2023."
  • D. The Tough Ones
    The Tough Ones is a 1970s Italian poliziottesco crime-action film known for its gritty violence, tough cop antihero, and cult status among Eurocrime cinema fans.
  • E. Call Me Anything
    "Call Me Anything" is a song by Bill Callahan featured on his album "Shepherd in a Sheepskin Vest."
  • 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_69e0b4cf62a88190bbf92351e9e57259 completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6c3224e788190bfc4d3dcbaa674a7 completed April 21, 2026, 12:21 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0900808ae48190ad706c5de31acbd4 completed May 16, 2026, 11:40 p.m.
NEDg Description generation batch_6a09016ee480819085bfe8ab3ee79b88 completed May 16, 2026, 11:44 p.m.
NED2 Entity disambiguation (via description) batch_6a09024abbd081908d47b3f9f5d28561 completed May 16, 2026, 11:48 p.m.
Created at: April 16, 2026, 12:42 p.m.