Triple

T21400760
Position Surface form Disambiguated ID Type / Status
Subject Jackie Kay E527904 entity
Predicate notableWork P4 FINISHED
Object Why Don't You Stop Talking
"Why Don't You Stop Talking" is a short story collection by Scottish writer Jackie Kay that explores themes of identity, race, sexuality, and family through sharp, compassionate, and often humorous narratives.
 E1482766 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: Why Don't You Stop Talking | Statement: [Jackie Kay, notableWork, Why Don't You Stop Talking]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Why Don't You Stop Talking
Context triple: [Jackie Kay, notableWork, Why Don't You Stop Talking]
  • A. Don't Talk
    "Don't Talk" is a track featured on the album *The 18th Day* by British singer-songwriter Estelle.
  • B. Ain't Talkin'
    "Ain't Talkin'" is a long, brooding, and apocalyptic folk song by Bob Dylan that closes his 2006 album *Modern Times*.
  • C. No More Talk
    "No More Talk" is a track by American rapper T.I. from his influential 2003 album *Trap Muzik*, showcasing his early trap sound and Southern rap style.
  • D. Don’t Talk About Me
    "Don’t Talk About Me" is a song featured on the 2016 self-titled debut album by the American country music duo The Revival.
  • E. Still Talking
    Still Talking is a candid, humorous memoir by comedian Joan Rivers that chronicles her personal life, career struggles, and rise in show business.
  • 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: Why Don't You Stop Talking
Triple: [Jackie Kay, notableWork, Why Don't You Stop Talking]
Generated description
"Why Don't You Stop Talking" is a short story collection by Scottish writer Jackie Kay that explores themes of identity, race, sexuality, and family through sharp, compassionate, and often humorous narratives.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Why Don't You Stop Talking
Target entity description: "Why Don't You Stop Talking" is a short story collection by Scottish writer Jackie Kay that explores themes of identity, race, sexuality, and family through sharp, compassionate, and often humorous narratives.
  • A. Don't Talk
    "Don't Talk" is a track featured on the album *The 18th Day* by British singer-songwriter Estelle.
  • B. Ain't Talkin'
    "Ain't Talkin'" is a long, brooding, and apocalyptic folk song by Bob Dylan that closes his 2006 album *Modern Times*.
  • C. No More Talk
    "No More Talk" is a track by American rapper T.I. from his influential 2003 album *Trap Muzik*, showcasing his early trap sound and Southern rap style.
  • D. Don’t Talk About Me
    "Don’t Talk About Me" is a song featured on the 2016 self-titled debut album by the American country music duo The Revival.
  • E. Still Talking
    Still Talking is a candid, humorous memoir by comedian Joan Rivers that chronicles her personal life, career struggles, and rise in show business.
  • 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_69e0b520ee3c8190abddbee7e37e834c completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e8b16f7c5081909475eb5bb6177955 completed April 22, 2026, 11:30 a.m.
NED1 Entity disambiguation (via context triple) batch_6a09bb5161d08190a945896d7418ec90 completed May 17, 2026, 12:57 p.m.
NEDg Description generation batch_6a09bea4a674819093d5bfb9e6fe69b9 completed May 17, 2026, 1:12 p.m.
NED2 Entity disambiguation (via description) batch_6a09bf9d2d508190a45847afa0d47337 completed May 17, 2026, 1:16 p.m.
Created at: April 16, 2026, 5:14 p.m.