Triple

T7418004
Position Surface form Disambiguated ID Type / Status
Subject Never Really Over E171176 entity
Predicate writer P1360 FINISHED
Object 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."
E664704 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 Warner | Statement: [Never Really Over, writer, Hayley Warner]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hayley Warner
Context triple: [Never Really Over, writer, Hayley Warner]
  • A. Hayley Travis
    Hayley Travis is the young protagonist of the animated series "Pacific Rim: The Black," who pilots a Jaeger alongside her brother while searching for their missing parents in a kaiju-ravaged Australia.
  • B. Hayley Smith
    Hayley Smith is a politically liberal, rebellious college-aged character from the animated TV series "American Dad!", known as the daughter of Stan and Francine Smith.
  • C. Hayley McFarland
    Hayley McFarland is an American actress best known for her roles in horror and drama projects, including a supporting role in the film "The Conjuring" and appearances on television series such as "Lie to Me."
  • D. Ellie Harvie
    Ellie Harvie is a Canadian actress best known for her comedic and character roles in television and film, including playing Morticia Addams in adaptations of The Addams Family.
  • E. Leah Hanwell
    Leah Hanwell is a central character in Zadie Smith’s novel "NW," depicted as a working-class Londoner navigating friendship, identity, and social mobility in contemporary northwest London.
  • 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 Warner
Triple: [Never Really Over, writer, Hayley Warner]
Generated description
Hayley Warner is an Australian singer-songwriter known for co-writing pop hits for various artists, including contributing to songs like "Never Really Over."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hayley Warner
Target entity description: Hayley Warner is an Australian singer-songwriter known for co-writing pop hits for various artists, including contributing to songs like "Never Really Over."
  • A. Hayley Travis
    Hayley Travis is the young protagonist of the animated series "Pacific Rim: The Black," who pilots a Jaeger alongside her brother while searching for their missing parents in a kaiju-ravaged Australia.
  • B. Hayley Smith
    Hayley Smith is a politically liberal, rebellious college-aged character from the animated TV series "American Dad!", known as the daughter of Stan and Francine Smith.
  • C. Hayley McFarland
    Hayley McFarland is an American actress best known for her roles in horror and drama projects, including a supporting role in the film "The Conjuring" and appearances on television series such as "Lie to Me."
  • D. Ellie Harvie
    Ellie Harvie is a Canadian actress best known for her comedic and character roles in television and film, including playing Morticia Addams in adaptations of The Addams Family.
  • E. Leah Hanwell
    Leah Hanwell is a central character in Zadie Smith’s novel "NW," depicted as a working-class Londoner navigating friendship, identity, and social mobility in contemporary northwest London.
  • 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_69c68a625d048190af70eb8b63bec5a0 completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f2c9314c8190855b79a2e6ef3e9b completed March 27, 2026, 9:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8277c92788190bcd36cfa461b4d95 completed March 28, 2026, 7:09 p.m.
NEDg Description generation batch_69c82833f394819092f24dbb35d9b25b completed March 28, 2026, 7:12 p.m.
NED2 Entity disambiguation (via description) batch_69c82900c41481909f886fc565c57420 completed March 28, 2026, 7:16 p.m.
Created at: March 27, 2026, 3:11 p.m.