Triple
T16580413
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Happy Valley |
E402812
|
entity |
| Predicate | starring |
P1507
|
FINISHED |
| Object | Julie Hesmondhalgh |
E352368
|
NE FINISHED |
How this triple was built (2 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: Julie Hesmondhalgh | Statement: [Happy Valley, starring, Julie Hesmondhalgh]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Julie Hesmondhalgh Context triple: [Happy Valley, starring, Julie Hesmondhalgh]
-
A.
Julie Hesmondhalgh
chosen
Julie Hesmondhalgh is an English actress best known for her long-running role as Hayley Cropper in the ITV soap opera Coronation Street and for her work in contemporary British television drama.
-
B.
Denise Miller
Denise Miller is an American actress best known for her television work in the late 1970s and early 1980s, including prominent roles in sitcoms.
-
C.
Liz Davies
Liz Davies is a former English nurse best known as the second wife of television presenter Noel Edmonds.
-
D.
Moira Buffini
Moira Buffini is a British playwright and screenwriter known for works such as the film adaptation of "Jane Eyre" and the play "Dinner."
-
E.
Hallie Rubenhold
Hallie Rubenhold is a British social historian and author known for her works on 18th- and 19th-century women’s lives, including the book that inspired the television series "Harlots."
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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. |
Created at: April 10, 2026, 5:16 a.m.