Triple

T10495023
Position Surface form Disambiguated ID Type / Status
Subject Fat Friends E247514 entity
Predicate hasMainCharacter P1183 FINISHED
Object Kelly Chadwick
Kelly Chadwick is a central character in the British television drama "Fat Friends," which follows the lives, relationships, and weight-loss struggles of members of a slimming club.
 E867770 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: Kelly Chadwick | Statement: [Fat Friends, hasMainCharacter, Kelly Chadwick]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kelly Chadwick
Context triple: [Fat Friends, hasMainCharacter, Kelly Chadwick]
  • A. Chychele Waterston
    Chychele Waterston was a mountaineer known for participating in the first successful ascent of Alaska’s Mount Foraker.
  • B. Greer Shephard
    Greer Shephard is an American television producer and director best known for co-creating and producing acclaimed drama series such as Nip/Tuck and The Closer.
  • C. Lindsay Duncan
    Lindsay Duncan is a Scottish actress acclaimed for her work on stage, film, and television, known for roles in productions such as "About Time," "Rome," and "Doctor Who."
  • D. Chloe Ashton
    Chloe Ashton is the daughter of American physician and television medical correspondent Dr. Jennifer Ashton.
  • E. Rebecca Garland
    Rebecca Garland is one of the children of Merrick Garland, the U.S. Attorney General and former federal judge.
  • 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: Kelly Chadwick
Triple: [Fat Friends, hasMainCharacter, Kelly Chadwick]
Generated description
Kelly Chadwick is a central character in the British television drama "Fat Friends," which follows the lives, relationships, and weight-loss struggles of members of a slimming club.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Kelly Chadwick
Target entity description: Kelly Chadwick is a central character in the British television drama "Fat Friends," which follows the lives, relationships, and weight-loss struggles of members of a slimming club.
  • A. Chychele Waterston
    Chychele Waterston was a mountaineer known for participating in the first successful ascent of Alaska’s Mount Foraker.
  • B. Greer Shephard
    Greer Shephard is an American television producer and director best known for co-creating and producing acclaimed drama series such as Nip/Tuck and The Closer.
  • C. Lindsay Duncan
    Lindsay Duncan is a Scottish actress acclaimed for her work on stage, film, and television, known for roles in productions such as "About Time," "Rome," and "Doctor Who."
  • D. Chloe Ashton
    Chloe Ashton is the daughter of American physician and television medical correspondent Dr. Jennifer Ashton.
  • E. Rebecca Garland
    Rebecca Garland is one of the children of Merrick Garland, the U.S. Attorney General and former federal judge.
  • 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_69d381c309b88190af78aa681cf6a4c2 completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d5098be488819083d614f528cd82fb completed April 7, 2026, 1:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69d8dcbafe9481908fb23cfdf150adac completed April 10, 2026, 11:19 a.m.
NEDg Description generation batch_69d8e8c8e360819085376d4c4ea9712d completed April 10, 2026, 12:10 p.m.
NED2 Entity disambiguation (via description) batch_69d901ef24608190934377d9dc855d6f completed April 10, 2026, 1:58 p.m.
Created at: April 6, 2026, 12:24 p.m.