Triple

T14216633
Position Surface form Disambiguated ID Type / Status
Subject Julie Hesmondhalgh E352368 entity
Predicate notableWork P4 FINISHED
Object Hayley Cropper
Hayley Cropper is a groundbreaking transgender character from the British soap opera "Coronation Street," known for her compassionate personality and significant impact on LGBTQ+ representation on television.
E1088674 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: Hayley Cropper | Statement: [Julie Hesmondhalgh, notableWork, Hayley Cropper]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hayley Cropper
Context triple: [Julie Hesmondhalgh, notableWork, Hayley Cropper]
  • A. Crissy Haslam
    Crissy Haslam is an American educator and former First Lady of Tennessee, known for her advocacy on literacy and children's issues during her husband Bill Haslam's governorship.
  • B. Robyn Barrett
    Robyn Barrett is the spouse of Kevin Barrett, an American scholar and controversial critic of U.S. foreign policy and the official 9/11 narrative.
  • C. Melanie Mills
    Melanie Mills is known as the spouse of former professional American football center Sam Mills.
  • D. Leigh Nash
    Leigh Nash is an American singer and songwriter best known as the lead vocalist of the alternative pop band Sixpence None the Richer.
  • E. Hayley Warner
    Hayley Warner is an Australian singer-songwriter known for co-writing pop hits for various artists, including contributing to songs like "Never Really Over."
  • 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: Hayley Cropper
Triple: [Julie Hesmondhalgh, notableWork, Hayley Cropper]
Generated description
Hayley Cropper is a groundbreaking transgender character from the British soap opera "Coronation Street," known for her compassionate personality and significant impact on LGBTQ+ representation on television.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hayley Cropper
Target entity description: Hayley Cropper is a groundbreaking transgender character from the British soap opera "Coronation Street," known for her compassionate personality and significant impact on LGBTQ+ representation on television.
  • A. Crissy Haslam
    Crissy Haslam is an American educator and former First Lady of Tennessee, known for her advocacy on literacy and children's issues during her husband Bill Haslam's governorship.
  • B. Robyn Barrett
    Robyn Barrett is the spouse of Kevin Barrett, an American scholar and controversial critic of U.S. foreign policy and the official 9/11 narrative.
  • C. Melanie Mills
    Melanie Mills is known as the spouse of former professional American football center Sam Mills.
  • D. Leigh Nash
    Leigh Nash is an American singer and songwriter best known as the lead vocalist of the alternative pop band Sixpence None the Richer.
  • E. Hayley Warner
    Hayley Warner is an Australian singer-songwriter known for co-writing pop hits for various artists, including contributing to songs like "Never Really Over."
  • 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_69d8278a06e481908b5d6af0a8afe737 completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de6210213481908fac6893e8a9f143 completed April 14, 2026, 3:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd28101e1881909f7a6c0cc762204c completed May 8, 2026, 12:02 a.m.
NEDg Description generation batch_69fd2b3ae0c0819089bdc277d66b20ae completed May 8, 2026, 12:15 a.m.
NED2 Entity disambiguation (via description) batch_69fd2f51a2cc81908b222a1830e2c8e4 completed May 8, 2026, 12:33 a.m.
Created at: April 10, 2026, 1:06 a.m.