Triple
T16580428
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Happy Valley |
E402812
|
entity |
| Predicate | character |
P662
|
FINISHED |
| Object |
Joanne Hepworth
Joanne Hepworth is a minor character in the British crime drama television series "Happy Valley."
|
E1221524
|
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: Joanne Hepworth | Statement: [Happy Valley, character, Joanne Hepworth]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Joanne Hepworth Context triple: [Happy Valley, character, Joanne Hepworth]
-
A.
Joyanne Herbert
Joyanne Herbert is best known as the wife of American actor and comedian George Lindsey, who famously portrayed Goober Pyle on "The Andy Griffith Show."
-
B.
Julie Neville
Julie Neville is a British businesswoman and nutrition expert best known as the wife of former footballer and coach Phil Neville.
-
C.
Margaret Sayers Peden
Margaret Sayers Peden was a prominent American translator renowned for bringing major works of Latin American literature, including those of Isabel Allende, into English.
-
D.
Gillian Redfearn
Gillian Redfearn is a prominent British science fiction and fantasy editor and publishing director, recognized for her influential work in genre publishing.
-
E.
Lesley Ashton
Lesley Ashton is known as the spouse of acclaimed British film director Ken Loach.
- 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: Joanne Hepworth Triple: [Happy Valley, character, Joanne Hepworth]
Generated description
Joanne Hepworth is a minor character in the British crime drama television series "Happy Valley."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Joanne Hepworth Target entity description: Joanne Hepworth is a minor character in the British crime drama television series "Happy Valley."
-
A.
Joyanne Herbert
Joyanne Herbert is best known as the wife of American actor and comedian George Lindsey, who famously portrayed Goober Pyle on "The Andy Griffith Show."
-
B.
Julie Neville
Julie Neville is a British businesswoman and nutrition expert best known as the wife of former footballer and coach Phil Neville.
-
C.
Margaret Sayers Peden
Margaret Sayers Peden was a prominent American translator renowned for bringing major works of Latin American literature, including those of Isabel Allende, into English.
-
D.
Gillian Redfearn
Gillian Redfearn is a prominent British science fiction and fantasy editor and publishing director, recognized for her influential work in genre publishing.
-
E.
Lesley Ashton
Lesley Ashton is known as the spouse of acclaimed British film director Ken Loach.
- 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.