Triple

T4338386
Position Surface form Disambiguated ID Type / Status
Subject O-Town E97518 entity
Predicate notableWork P4 FINISHED
Object 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.
 E431373 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: All or Nothing | Statement: [O-Town, notableWork, All or Nothing]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: All or Nothing
Context triple: [O-Town, notableWork, All or Nothing]
  • A. 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.
  • B. Nothing to Lose
    Nothing to Lose is a thriller novel by Lee Child featuring his iconic drifter hero Jack Reacher as he investigates a sinister conspiracy in two neighboring Colorado towns.
  • C. The best or nothing
    "The best or nothing" is the brand slogan of Mercedes-Benz, expressing its commitment to uncompromising quality, luxury, and engineering excellence.
  • D. Less Than Nothing
    Less Than Nothing is a major philosophical work by Slavoj Žižek that offers a sprawling reinterpretation of Hegelian dialectics through contemporary psychoanalysis, politics, and cultural theory.
  • E. You Ain't the First
    "You Ain't the First" is an acoustic, country-tinged rock song by Guns N' Roses known for its laid-back, barroom style and breakup-themed lyrics.
  • 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: All or Nothing
Triple: [O-Town, notableWork, All or Nothing]
Generated description
"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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: All or Nothing
Target entity description: "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.
  • A. 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.
  • B. Nothing to Lose
    Nothing to Lose is a thriller novel by Lee Child featuring his iconic drifter hero Jack Reacher as he investigates a sinister conspiracy in two neighboring Colorado towns.
  • C. The best or nothing
    "The best or nothing" is the brand slogan of Mercedes-Benz, expressing its commitment to uncompromising quality, luxury, and engineering excellence.
  • D. Less Than Nothing
    Less Than Nothing is a major philosophical work by Slavoj Žižek that offers a sprawling reinterpretation of Hegelian dialectics through contemporary psychoanalysis, politics, and cultural theory.
  • E. You Ain't the First
    "You Ain't the First" is an acoustic, country-tinged rock song by Guns N' Roses known for its laid-back, barroom style and breakup-themed lyrics.
  • 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_69b3454662a481908fbcd0bbfaa3a0a4 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b3516dffb48190878f81ffe71a5e82 completed March 12, 2026, 11:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5d0af82888190bed294bdec942f4a completed March 14, 2026, 9:18 p.m.
NEDg Description generation batch_69b5d29d8a4881908f1612dddc8e878c completed March 14, 2026, 9:26 p.m.
NED2 Entity disambiguation (via description) batch_69b5d336850081908f411db1023e3598 completed March 14, 2026, 9:29 p.m.
Created at: March 12, 2026, 11:14 p.m.