Triple

T16580425
Position Surface form Disambiguated ID Type / Status
Subject Happy Valley E402812 entity
Predicate character P662 FINISHED
Object Nevison Gallagher
Nevison Gallagher is a wealthy local businessman and the father of kidnap victim Ann Gallagher in the British crime drama series "Happy Valley."
E1221522 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: Nevison Gallagher | Statement: [Happy Valley, character, Nevison Gallagher]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Nevison Gallagher
Context triple: [Happy Valley, character, Nevison Gallagher]
  • A. John Andrew Gallagher
    John Andrew Gallagher was a prominent British historian known for his influential work on the history of the British Empire and decolonization.
  • B. Lip Gallagher
    Lip Gallagher is a highly intelligent yet self-destructive young man from a dysfunctional Chicago family in the U.S. TV series "Shameless," known for his academic brilliance, sarcasm, and struggles with addiction and responsibility.
  • C. Jordan Gallagher
    Jordan Gallagher is a central character in the family sitcom "Ruby & the Rockits," portrayed as a musically inclined teen navigating life and relationships within a showbiz family.
  • D. Julian Gallagher
    Julian Gallagher is a British record producer and songwriter known for his work with prominent pop and rock artists in the late 1990s and 2000s.
  • E. Shaun Gallagher
    Shaun Gallagher is a contemporary American philosopher best known for his work in phenomenology and the philosophy of mind, particularly on embodied cognition and self-consciousness.
  • 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: Nevison Gallagher
Triple: [Happy Valley, character, Nevison Gallagher]
Generated description
Nevison Gallagher is a wealthy local businessman and the father of kidnap victim Ann Gallagher in the British crime drama series "Happy Valley."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Nevison Gallagher
Target entity description: Nevison Gallagher is a wealthy local businessman and the father of kidnap victim Ann Gallagher in the British crime drama series "Happy Valley."
  • A. John Andrew Gallagher
    John Andrew Gallagher was a prominent British historian known for his influential work on the history of the British Empire and decolonization.
  • B. Lip Gallagher
    Lip Gallagher is a highly intelligent yet self-destructive young man from a dysfunctional Chicago family in the U.S. TV series "Shameless," known for his academic brilliance, sarcasm, and struggles with addiction and responsibility.
  • C. Jordan Gallagher
    Jordan Gallagher is a central character in the family sitcom "Ruby & the Rockits," portrayed as a musically inclined teen navigating life and relationships within a showbiz family.
  • D. Julian Gallagher
    Julian Gallagher is a British record producer and songwriter known for his work with prominent pop and rock artists in the late 1990s and 2000s.
  • E. Shaun Gallagher
    Shaun Gallagher is a contemporary American philosopher best known for his work in phenomenology and the philosophy of mind, particularly on embodied cognition and self-consciousness.
  • 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_6a006ef0bc4c8190b06b03c06d344abf completed May 10, 2026, 11:41 a.m.
NEDg Description generation batch_6a006ff5bdb88190be90d7446e24b61f completed May 10, 2026, 11:45 a.m.
NED2 Entity disambiguation (via description) batch_6a007088fd988190b3dfef081769d03e completed May 10, 2026, 11:48 a.m.
Created at: April 10, 2026, 5:16 a.m.