Triple

T13373177
Position Surface form Disambiguated ID Type / Status
Subject JoJo E319117 entity
Predicate notableWork P4 FINISHED
Object F*** Apologies
F*** Apologies is a work associated with JoJo, likely reflecting her candid, emotionally direct pop-R&B style and themes of empowerment and self-expression.
E1036209 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: F*** Apologies | Statement: [JoJo, notableWork, F*** Apologies]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: F*** Apologies
Context triple: [JoJo, notableWork, F*** Apologies]
  • A. Apologize
    "Apologize" is a breakthrough pop-rock ballad by OneRepublic, written and produced by Ryan Tedder, that gained worldwide fame especially through its remixed version with Timbaland.
  • B. First Apology
    First Apology is an early Christian apologetic work by Justin Martyr that defends Christianity against Roman accusations and appeals for fair treatment of Christians.
  • C. All Apologies
    "All Apologies" is a melancholic, introspective song by the American rock band Nirvana, written by Kurt Cobain and known as one of the standout tracks of their later career.
  • D. Apologia
    Apologia is a famous defense speech by the Roman writer Apuleius, in which he responds to accusations of using magic to win his wife’s hand.
  • E. Apology
    Apology is a Socratic dialogue by Plato that presents Socrates’ defense speech at his trial, exploring themes of justice, virtue, and the examined life.
  • 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: F*** Apologies
Triple: [JoJo, notableWork, F*** Apologies]
Generated description
F*** Apologies is a work associated with JoJo, likely reflecting her candid, emotionally direct pop-R&B style and themes of empowerment and self-expression.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: F*** Apologies
Target entity description: F*** Apologies is a work associated with JoJo, likely reflecting her candid, emotionally direct pop-R&B style and themes of empowerment and self-expression.
  • A. Apologize
    "Apologize" is a breakthrough pop-rock ballad by OneRepublic, written and produced by Ryan Tedder, that gained worldwide fame especially through its remixed version with Timbaland.
  • B. First Apology
    First Apology is an early Christian apologetic work by Justin Martyr that defends Christianity against Roman accusations and appeals for fair treatment of Christians.
  • C. All Apologies
    "All Apologies" is a melancholic, introspective song by the American rock band Nirvana, written by Kurt Cobain and known as one of the standout tracks of their later career.
  • D. Apologia
    Apologia is a famous defense speech by the Roman writer Apuleius, in which he responds to accusations of using magic to win his wife’s hand.
  • E. Apology
    Apology is a Socratic dialogue by Plato that presents Socrates’ defense speech at his trial, exploring themes of justice, virtue, and the examined life.
  • 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_69d806b7bbac8190b85278c87fa7aff3 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69dadcda64a48190b53243a763cd175b completed April 11, 2026, 11:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69f72682c7f08190b8553ca22734df27 completed May 3, 2026, 10:42 a.m.
NEDg Description generation batch_69f7270bf9308190a3e9427ffce0e3ee completed May 3, 2026, 10:44 a.m.
NED2 Entity disambiguation (via description) batch_69f727d063c4819084b4990a0d759f79 completed May 3, 2026, 10:47 a.m.
Created at: April 9, 2026, 9:33 p.m.