Triple

T16580424

Position	Surface form	Disambiguated ID	Type / Status
Subject	Happy Valley	`E402812`	entity
Predicate	character	`P662`	FINISHED
Object	Ann Gallagher	`—`	NE NERFINISHED

How this triple was built (3 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.

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 (2 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.

Created at: April 10, 2026, 5:16 a.m.