Triple
T20654455
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | A Touch of Frost |
E507584
|
entity |
| Predicate | hasFictionalCounty |
P55203
|
FINISHED |
| Object |
Denton, Midsomer-style fictional jurisdiction
Denton is a fictional English town and policing jurisdiction in the crime drama "A Touch of Frost," depicted with the self-contained, murder-prone character of a classic Midsomer-style setting.
|
E1443299
|
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: Denton, Midsomer-style fictional jurisdiction | Statement: [A Touch of Frost, hasFictionalCounty, Denton, Midsomer-style fictional jurisdiction]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Denton, Midsomer-style fictional jurisdiction Context triple: [A Touch of Frost, hasFictionalCounty, Denton, Midsomer-style fictional jurisdiction]
-
A.
Causton, Midsomer
Causton, Midsomer is a fictional English market town that serves as the central setting for the crime drama series "Midsomer Murders."
-
B.
Midsomer Constabulary
Midsomer Constabulary is the fictional county police force responsible for investigating crimes in the rural English setting of the Chief Inspector Barnaby (Midsomer Murders) series.
-
C.
Midsomer Murders
Midsomer Murders is a long-running British detective drama series set in the fictional English county of Midsomer, known for its picturesque villages and surprisingly high murder rate.
-
D.
Marple
Marple is a suburban town in the Metropolitan Borough of Stockport, Greater Manchester, England, known for its canals, locks, and proximity to the Peak District.
-
E.
Midsomer Norton
Midsomer Norton is a small historic market town in Somerset, England, situated in the Mendip Hills south of Bath.
- 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: Denton, Midsomer-style fictional jurisdiction Triple: [A Touch of Frost, hasFictionalCounty, Denton, Midsomer-style fictional jurisdiction]
Generated description
Denton is a fictional English town and policing jurisdiction in the crime drama "A Touch of Frost," depicted with the self-contained, murder-prone character of a classic Midsomer-style setting.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Denton, Midsomer-style fictional jurisdiction Target entity description: Denton is a fictional English town and policing jurisdiction in the crime drama "A Touch of Frost," depicted with the self-contained, murder-prone character of a classic Midsomer-style setting.
-
A.
Causton, Midsomer
Causton, Midsomer is a fictional English market town that serves as the central setting for the crime drama series "Midsomer Murders."
-
B.
Midsomer Constabulary
Midsomer Constabulary is the fictional county police force responsible for investigating crimes in the rural English setting of the Chief Inspector Barnaby (Midsomer Murders) series.
-
C.
Midsomer Murders
Midsomer Murders is a long-running British detective drama series set in the fictional English county of Midsomer, known for its picturesque villages and surprisingly high murder rate.
-
D.
Marple
Marple is a suburban town in the Metropolitan Borough of Stockport, Greater Manchester, England, known for its canals, locks, and proximity to the Peak District.
-
E.
Midsomer Norton
Midsomer Norton is a small historic market town in Somerset, England, situated in the Mendip Hills south of Bath.
- 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_69e0b4bf58c081908e52a4500e03ff83 |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e6b2ec90e881909250884483429acf |
completed | April 20, 2026, 11:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a08c5978a3881908ec69d554791a6ce |
completed | May 16, 2026, 7:29 p.m. |
| NEDg | Description generation | batch_6a08c6b3abf881909c9cb0e6ec85b84f |
completed | May 16, 2026, 7:34 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a08c778429081909235b628ba07d574 |
completed | May 16, 2026, 7:37 p.m. |
Created at: April 16, 2026, 11:43 a.m.