Triple
T10087894
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tring |
E215265
|
entity |
| Predicate | nearSettlement |
P3883
|
FINISHED |
| Object |
Long Marston, Hertfordshire
Long Marston, Hertfordshire is a small rural village in south-west Hertfordshire, England, situated close to the market town of Tring.
|
E841094
|
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: Long Marston, Hertfordshire | Statement: [Tring, nearSettlement, Long Marston, Hertfordshire]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Long Marston, Hertfordshire Context triple: [Tring, nearSettlement, Long Marston, Hertfordshire]
-
A.
Aston, Hertfordshire
Aston is a small village and civil parish in Hertfordshire, England, situated in the East Hertfordshire district near the town of Stevenage.
-
B.
Hertford Heath
Hertford Heath is a village and civil parish in Hertfordshire, England, known for its rural character, common land, and proximity to the town of Hertford.
-
C.
Bushey Heath, Hertfordshire, England
Bushey Heath, Hertfordshire, England is a suburban village on the northern edge of London known for its elevated position and residential character within the borough of Hertsmere.
-
D.
Martlesham Heath
Martlesham Heath is a village and residential area in Suffolk, England, known for its planned development and historical links to aviation and telecommunications research.
-
E.
Hoddesdon
Hoddesdon is a historic market town in southern England known for its traditional high street, commuter links to London, and proximity to the River Lea.
- 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: Long Marston, Hertfordshire Triple: [Tring, nearSettlement, Long Marston, Hertfordshire]
Generated description
Long Marston, Hertfordshire is a small rural village in south-west Hertfordshire, England, situated close to the market town of Tring.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Long Marston, Hertfordshire Target entity description: Long Marston, Hertfordshire is a small rural village in south-west Hertfordshire, England, situated close to the market town of Tring.
-
A.
Aston, Hertfordshire
Aston is a small village and civil parish in Hertfordshire, England, situated in the East Hertfordshire district near the town of Stevenage.
-
B.
Hertford Heath
Hertford Heath is a village and civil parish in Hertfordshire, England, known for its rural character, common land, and proximity to the town of Hertford.
-
C.
Bushey Heath, Hertfordshire, England
Bushey Heath, Hertfordshire, England is a suburban village on the northern edge of London known for its elevated position and residential character within the borough of Hertsmere.
-
D.
Martlesham Heath
Martlesham Heath is a village and residential area in Suffolk, England, known for its planned development and historical links to aviation and telecommunications research.
-
E.
Hoddesdon
Hoddesdon is a historic market town in southern England known for its traditional high street, commuter links to London, and proximity to the River Lea.
- 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_69ca83a1eed081908b2e9580f2ebeea7 |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cdd04875748190a81d1e9ad68dda96 |
completed | April 2, 2026, 2:11 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d2b693afac819090635d2eb147bdcb |
completed | April 5, 2026, 7:22 p.m. |
| NEDg | Description generation | batch_69d2b7aecdb081909f651c1bc1bcfd75 |
completed | April 5, 2026, 7:27 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d2b86bf8948190a79046efadc4adea |
completed | April 5, 2026, 7:30 p.m. |
Created at: March 30, 2026, 9:01 p.m.