Triple

T14805451
Position Surface form Disambiguated ID Type / Status
Subject Line of Duty E348021 entity
Predicate mainCharacter P1183 FINISHED
Object Kate Fleming
Kate Fleming is a tenacious undercover detective and key member of the anti-corruption unit AC-12 in the British television crime drama "Line of Duty."
E1121307 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: Kate Fleming | Statement: [Line of Duty, mainCharacter, Kate Fleming]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kate Fleming
Context triple: [Line of Duty, mainCharacter, Kate Fleming]
  • A. Grace McCallister
    Grace McCallister is a central character in the television drama "Jack & Bobby," portrayed as the politically passionate and often volatile single mother of the two title characters.
  • B. Bridget Dryden
    Bridget Dryden was the mother of the notable Puritan spiritual leader and religious dissenter Anne Hutchinson.
  • C. Sarah Kirkpatrick
    Sarah Kirkpatrick was the wife of prominent 18th-century American Presbyterian minister and educator Samuel Davies.
  • D. Kate McKay
    Kate McKay is the ambitious, modern-day career woman and romantic lead portrayed by Meg Ryan in the time-travel romantic comedy film "Kate & Leopold."
  • E. Emily Carmichael
    Emily Carmichael is an American filmmaker and screenwriter known for her work on genre films such as Pacific Rim: Uprising and for her distinctive, imaginative storytelling style.
  • 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: Kate Fleming
Triple: [Line of Duty, mainCharacter, Kate Fleming]
Generated description
Kate Fleming is a tenacious undercover detective and key member of the anti-corruption unit AC-12 in the British television crime drama "Line of Duty."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kate Fleming
Target entity description: Kate Fleming is a tenacious undercover detective and key member of the anti-corruption unit AC-12 in the British television crime drama "Line of Duty."
  • A. Grace McCallister
    Grace McCallister is a central character in the television drama "Jack & Bobby," portrayed as the politically passionate and often volatile single mother of the two title characters.
  • B. Bridget Dryden
    Bridget Dryden was the mother of the notable Puritan spiritual leader and religious dissenter Anne Hutchinson.
  • C. Sarah Kirkpatrick
    Sarah Kirkpatrick was the wife of prominent 18th-century American Presbyterian minister and educator Samuel Davies.
  • D. Kate McKay
    Kate McKay is the ambitious, modern-day career woman and romantic lead portrayed by Meg Ryan in the time-travel romantic comedy film "Kate & Leopold."
  • E. Emily Carmichael
    Emily Carmichael is an American filmmaker and screenwriter known for her work on genre films such as Pacific Rim: Uprising and for her distinctive, imaginative storytelling style.
  • 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_69d822ea8b7c819097dfadf3d45545e6 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69decf32666081908e84f985c47eb963 completed April 14, 2026, 11:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69fe24c6b3008190a0fac1dace40361a completed May 8, 2026, 6 p.m.
NEDg Description generation batch_69fe2d9c08d0819094d3affc082f4f8a completed May 8, 2026, 6:38 p.m.
NED2 Entity disambiguation (via description) batch_69fe2e0b3514819097f2d9d63cb6a143 completed May 8, 2026, 6:40 p.m.
Created at: April 10, 2026, 1:34 a.m.