Triple

T16580424
Position Surface form Disambiguated ID Type / Status
Subject Happy Valley E402812 entity
Predicate character P662 FINISHED
Object Ann Gallagher
Ann Gallagher is a young kidnapping victim whose tragic storyline deeply impacts the narrative and characters in the British crime drama series "Happy Valley."
E1299622 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: Ann Gallagher | Statement: [Happy Valley, character, Ann Gallagher]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ann Gallagher
Context triple: [Happy Valley, character, Ann Gallagher]
  • A. Ann McLaughlin
    Ann McLaughlin is an American television producer and writer best known for her work on popular TV series and for her marriage to producer Paul Junger Witt.
  • B. Jane Gallagher
    Jane Gallagher is a significant yet never directly seen character in J.D. Salinger’s novel "The Catcher in the Rye," remembered by Holden Caulfield as a sensitive and cherished friend from his childhood.
  • C. Ann Mulhall
    Ann Mulhall is a Star Trek: The Original Series character, a Starfleet officer memorably played by actress Diana Muldaur.
  • D. Catherine Gallagher
    Catherine Gallagher is a prominent literary scholar and critic known for her influential work in eighteenth- and nineteenth-century British literature and her key role in developing and theorizing New Historicism.
  • E. Colleen Galaher
    Colleen Galaher is a central fictional character in James Patterson’s thriller novel "Cradle and All," around whom much of the book’s mystery and suspense revolves.
  • 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: Ann Gallagher
Triple: [Happy Valley, character, Ann Gallagher]
Generated description
Ann Gallagher is a young kidnapping victim whose tragic storyline deeply impacts the narrative and characters in the British crime drama series "Happy Valley."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ann Gallagher
Target entity description: Ann Gallagher is a young kidnapping victim whose tragic storyline deeply impacts the narrative and characters in the British crime drama series "Happy Valley."
  • A. Ann McLaughlin
    Ann McLaughlin is an American television producer and writer best known for her work on popular TV series and for her marriage to producer Paul Junger Witt.
  • B. Jane Gallagher
    Jane Gallagher is a significant yet never directly seen character in J.D. Salinger’s novel "The Catcher in the Rye," remembered by Holden Caulfield as a sensitive and cherished friend from his childhood.
  • C. Ann Mulhall
    Ann Mulhall is a Star Trek: The Original Series character, a Starfleet officer memorably played by actress Diana Muldaur.
  • D. Catherine Gallagher
    Catherine Gallagher is a prominent literary scholar and critic known for her influential work in eighteenth- and nineteenth-century British literature and her key role in developing and theorizing New Historicism.
  • E. Colleen Galaher
    Colleen Galaher is a central fictional character in James Patterson’s thriller novel "Cradle and All," around whom much of the book’s mystery and suspense revolves.
  • 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_69d88387363c8190a97a0c942130de97 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e35960834c819080eed0c9f32b881d completed April 18, 2026, 10:13 a.m.
NED1 Entity disambiguation (via context triple) batch_6a033793575c8190be752006eedb383a completed May 12, 2026, 2:22 p.m.
NEDg Description generation batch_6a033895a86c8190958ce991e6d8ee53 completed May 12, 2026, 2:26 p.m.
NED2 Entity disambiguation (via description) batch_6a033cb498248190a3805cd356832cd0 completed May 12, 2026, 2:44 p.m.
Created at: April 10, 2026, 5:16 a.m.