Triple
T8324527
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Watton-at-Stone |
E194915
|
entity |
| Predicate | hasNeighbouringSettlement |
P4647
|
FINISHED |
| Object |
Stapleford, Hertfordshire
Stapleford, Hertfordshire is a small rural village and civil parish in East Hertfordshire, England, situated near the River Beane and close to the town of Hertford.
|
E725946
|
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: Stapleford, Hertfordshire | Statement: [Watton-at-Stone, hasNeighbouringSettlement, Stapleford, Hertfordshire]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stapleford, Hertfordshire Context triple: [Watton-at-Stone, hasNeighbouringSettlement, Stapleford, Hertfordshire]
-
A.
Stapleford
Stapleford is a town in Nottinghamshire, England, situated near the River Erewash and forming part of the Nottingham urban area.
-
B.
Bishop's Stortford
Bishop's Stortford is a historic market town in Hertfordshire, England, situated near the border with Essex and serving as a commuter hub for London and Stansted Airport.
-
C.
Stapleford Abbotts
Stapleford Abbotts is a small rural village and civil parish in the Epping Forest district of Essex, England, characterized by its countryside setting and scattered settlement pattern.
-
D.
Stony Stratford
Stony Stratford is a historic market town in Buckinghamshire, England, now part of the Milton Keynes urban area and known for its coaching inns and medieval origins.
-
E.
Ware, Hertfordshire
Ware, Hertfordshire is a historic market town in eastern Hertfordshire, England, situated on the River Lea and known for its coaching inns and maltings.
- 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: Stapleford, Hertfordshire Triple: [Watton-at-Stone, hasNeighbouringSettlement, Stapleford, Hertfordshire]
Generated description
Stapleford, Hertfordshire is a small rural village and civil parish in East Hertfordshire, England, situated near the River Beane and close to the town of Hertford.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Stapleford, Hertfordshire Target entity description: Stapleford, Hertfordshire is a small rural village and civil parish in East Hertfordshire, England, situated near the River Beane and close to the town of Hertford.
-
A.
Stapleford
Stapleford is a town in Nottinghamshire, England, situated near the River Erewash and forming part of the Nottingham urban area.
-
B.
Bishop's Stortford
Bishop's Stortford is a historic market town in Hertfordshire, England, situated near the border with Essex and serving as a commuter hub for London and Stansted Airport.
-
C.
Stapleford Abbotts
Stapleford Abbotts is a small rural village and civil parish in the Epping Forest district of Essex, England, characterized by its countryside setting and scattered settlement pattern.
-
D.
Stony Stratford
Stony Stratford is a historic market town in Buckinghamshire, England, now part of the Milton Keynes urban area and known for its coaching inns and medieval origins.
-
E.
Ware, Hertfordshire
Ware, Hertfordshire is a historic market town in eastern Hertfordshire, England, situated on the River Lea and known for its coaching inns and maltings.
- 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_69ca82e7a8a88190a32bb5cc0feb012d |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cb7f7e4f8081908e0f876ad962c932 |
completed | March 31, 2026, 8:02 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cd95b22afc81909c867d83a1744139 |
completed | April 1, 2026, 10:01 p.m. |
| NEDg | Description generation | batch_69cdab5f30b0819080136084d81774a9 |
completed | April 1, 2026, 11:33 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cdb2d365e48190a766ca959ce56b19 |
completed | April 2, 2026, 12:05 a.m. |
Created at: March 30, 2026, 5:56 p.m.