Triple

T22884951
Position Surface form Disambiguated ID Type / Status
Subject Kirsty MacColl E567576 entity
Predicate hasDiscographyItem P1995 FINISHED
Object Desperate Character
"Desperate Character" is the 1981 debut solo album by British singer-songwriter Kirsty MacColl, blending new wave, pop, and rock influences.
E1560314 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: Desperate Character | Statement: [Kirsty MacColl, hasDiscographyItem, Desperate Character]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Desperate Character
Context triple: [Kirsty MacColl, hasDiscographyItem, Desperate Character]
  • A. Desperate
    Desperate is a 1947 American film noir crime drama directed by Anthony Mann and starring Steve Brodie as a truck driver ensnared in a deadly conflict with gangsters.
  • B. Bad Character
    "Bad Character" is a song by the experimental hip-hop group The Unseen.
  • C. Desperation
    Desperation is a horror novel by Stephen King that follows a group of travelers trapped in a remote Nevada mining town terrorized by a malevolent supernatural force.
  • D. The Depressed Person
    "The Depressed Person" is a short story by David Foster Wallace that offers an intense, darkly comic, and psychologically detailed portrait of a woman consumed by self-consciousness and clinical depression.
  • E. Desperate People
    Desperate People is a 2009 crime comedy film about a group of down-on-their-luck individuals whose increasingly frantic schemes spiral out of control.
  • 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: Desperate Character
Triple: [Kirsty MacColl, hasDiscographyItem, Desperate Character]
Generated description
"Desperate Character" is the 1981 debut solo album by British singer-songwriter Kirsty MacColl, blending new wave, pop, and rock influences.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Desperate Character
Target entity description: "Desperate Character" is the 1981 debut solo album by British singer-songwriter Kirsty MacColl, blending new wave, pop, and rock influences.
  • A. Desperate
    Desperate is a 1947 American film noir crime drama directed by Anthony Mann and starring Steve Brodie as a truck driver ensnared in a deadly conflict with gangsters.
  • B. Bad Character
    "Bad Character" is a song by the experimental hip-hop group The Unseen.
  • C. Desperation
    Desperation is a horror novel by Stephen King that follows a group of travelers trapped in a remote Nevada mining town terrorized by a malevolent supernatural force.
  • D. The Depressed Person
    "The Depressed Person" is a short story by David Foster Wallace that offers an intense, darkly comic, and psychologically detailed portrait of a woman consumed by self-consciousness and clinical depression.
  • E. Desperate People
    Desperate People is a 2009 crime comedy film about a group of down-on-their-luck individuals whose increasingly frantic schemes spiral out of control.
  • 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_69e2458a92ec81908fc1cd5f6407d2ab completed April 17, 2026, 2:36 p.m.
NER Named-entity recognition batch_69f17fbfc5848190aa612ea51df5a9ec completed April 29, 2026, 3:49 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0bb9bafb9c81909e061c4d2997439a completed May 19, 2026, 1:15 a.m.
NEDg Description generation batch_6a0bbb38da508190bc1d9bc8538cdbe2 completed May 19, 2026, 1:22 a.m.
NED2 Entity disambiguation (via description) batch_6a0bbc15b59c8190b918d551b1fb3230 completed May 19, 2026, 1:25 a.m.
Created at: April 17, 2026, 3:40 p.m.