Triple
T695624
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Charlton, Hertfordshire, England |
E13888
|
entity |
| Predicate | locatedNear |
P294
|
FINISHED |
| Object |
Hitchin
Hitchin is a historic market town in Hertfordshire, England, known for its medieval streets, traditional markets, and proximity to the Chiltern Hills.
|
E99782
|
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: Hitchin | Statement: [Charlton, Hertfordshire, England, locatedNear, Hitchin]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hitchin Context triple: [Charlton, Hertfordshire, England, locatedNear, Hitchin]
-
A.
St Neots
St Neots is a historic market town in eastern England situated on the River Great Ouse, known for its riverside parks and growing commuter population.
-
B.
Grayshott
Grayshott is a village in Hampshire, England, known as the birthplace of actor Colin Firth.
-
C.
Berkhamsted
Berkhamsted is a historic market town in Hertfordshire, England, known for its medieval castle remains and role as a commuter hub northwest of London.
-
D.
Ashtead
Ashtead is a large suburban village in Surrey, England, known for its residential character, local amenities, and proximity to the town of Leatherhead.
-
E.
Hertford
Hertford is a historic market town and the county town of Hertfordshire in southern England.
- 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: Hitchin Triple: [Charlton, Hertfordshire, England, locatedNear, Hitchin]
Generated description
Hitchin is a historic market town in Hertfordshire, England, known for its medieval streets, traditional markets, and proximity to the Chiltern Hills.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hitchin Target entity description: Hitchin is a historic market town in Hertfordshire, England, known for its medieval streets, traditional markets, and proximity to the Chiltern Hills.
-
A.
St Neots
St Neots is a historic market town in eastern England situated on the River Great Ouse, known for its riverside parks and growing commuter population.
-
B.
Grayshott
Grayshott is a village in Hampshire, England, known as the birthplace of actor Colin Firth.
-
C.
Berkhamsted
Berkhamsted is a historic market town in Hertfordshire, England, known for its medieval castle remains and role as a commuter hub northwest of London.
-
D.
Ashtead
Ashtead is a large suburban village in Surrey, England, known for its residential character, local amenities, and proximity to the town of Leatherhead.
-
E.
Hertford
Hertford is a historic market town and the county town of Hertfordshire in southern England.
- 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_69a493406c408190957eeec9048a8fb6 |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a4a0c5f51c8190acc4915099e4b384 |
completed | March 1, 2026, 8:25 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a7927e57d48190a9e1f34c39501680 |
completed | March 4, 2026, 2:01 a.m. |
| NEDg | Description generation | batch_69a7930799d8819083e53b68085c7502 |
completed | March 4, 2026, 2:03 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a793b89e38819090fd80afbb0fee96 |
completed | March 4, 2026, 2:06 a.m. |
Created at: March 1, 2026, 7:36 p.m.