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.