Triple

T14413625
Position Surface form Disambiguated ID Type / Status
Subject Love Lies Bleeding E357391 entity
Predicate starring P1507 FINISHED
Object Katy O’Brian
Katy O’Brian is an American actress and martial artist known for her physically intense and action-oriented roles in film and television.
E1102414 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: Katy O’Brian | Statement: [Love Lies Bleeding, starring, Katy O’Brian]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Katy O’Brian
Context triple: [Love Lies Bleeding, starring, Katy O’Brian]
  • A. Katy Cavanagh
    Katy Cavanagh is a British actress best known for her role as Julie Carp on the long-running soap opera "Coronation Street."
  • B. Katie O’Connell
    Katie O’Connell is a television producer best known for her work as an executive producer on various American talk and entertainment shows.
  • C. Katie Noonan
    Katie Noonan is an Australian singer, songwriter, and pianist known for her work in jazz, pop, and classical music, both as a solo artist and as the former lead vocalist of the band George.
  • D. Katie Boyle
    Katie Boyle was an Italian-born British television presenter and actress best known for hosting the Eurovision Song Contest multiple times in the 1960s and 1970s.
  • E. Katie Nolan
    Katie Nolan is an American sports television host, podcast presenter, and comedian known for her work with ESPN and Fox Sports.
  • 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: Katy O’Brian
Triple: [Love Lies Bleeding, starring, Katy O’Brian]
Generated description
Katy O’Brian is an American actress and martial artist known for her physically intense and action-oriented roles in film and television.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Katy O’Brian
Target entity description: Katy O’Brian is an American actress and martial artist known for her physically intense and action-oriented roles in film and television.
  • A. Katy Cavanagh
    Katy Cavanagh is a British actress best known for her role as Julie Carp on the long-running soap opera "Coronation Street."
  • B. Katie O’Connell
    Katie O’Connell is a television producer best known for her work as an executive producer on various American talk and entertainment shows.
  • C. Katie Noonan
    Katie Noonan is an Australian singer, songwriter, and pianist known for her work in jazz, pop, and classical music, both as a solo artist and as the former lead vocalist of the band George.
  • D. Katie Boyle
    Katie Boyle was an Italian-born British television presenter and actress best known for hosting the Eurovision Song Contest multiple times in the 1960s and 1970s.
  • E. Katie Nolan
    Katie Nolan is an American sports television host, podcast presenter, and comedian known for her work with ESPN and Fox Sports.
  • 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_69d82793421c8190861eb0e673b085de completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de90cb3c708190822f5506ebf7ee9d completed April 14, 2026, 7:08 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd6d82f9ec81909e52485f6ec1837e completed May 8, 2026, 4:58 a.m.
NEDg Description generation batch_69fd6eecf1988190809096c01b82346d completed May 8, 2026, 5:04 a.m.
NED2 Entity disambiguation (via description) batch_69fd6fadf9b0819086ef8ffec340d7c6 completed May 8, 2026, 5:07 a.m.
Created at: April 10, 2026, 1:17 a.m.