Triple
T7040673
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bishop's Stortford |
E163500
|
entity |
| Predicate | hasNeighbouringSettlement |
P4647
|
FINISHED |
| Object |
Thorley
Thorley is a village and civil parish in Hertfordshire, England, situated just southwest of the town of Bishop's Stortford.
|
E636437
|
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: Thorley | Statement: [Bishop's Stortford, hasNeighbouringSettlement, Thorley]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Thorley Context triple: [Bishop's Stortford, hasNeighbouringSettlement, Thorley]
-
A.
Thorpe
Thorpe is a village in the English county of Surrey, located within the TW (Twickenham) postcode area.
-
B.
Thorpe
Thorpe is an English surname most notably associated with Jeremy Thorpe, a prominent 20th-century British politician and former leader of the Liberal Party.
-
C.
Greatham
Greatham is a small village and civil parish in the East Hampshire district of Hampshire, England, known for its rural character and proximity to the A3 road.
-
D.
Tilbrook
Tilbrook is a small rural village and civil parish in Cambridgeshire, England, situated near the historic town of Kimbolton.
-
E.
Longley
Longley is a surname most notably associated with Luc Longley, the Australian former professional basketball player and three-time NBA champion with the Chicago Bulls.
- 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: Thorley Triple: [Bishop's Stortford, hasNeighbouringSettlement, Thorley]
Generated description
Thorley is a village and civil parish in Hertfordshire, England, situated just southwest of the town of Bishop's Stortford.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Thorley Target entity description: Thorley is a village and civil parish in Hertfordshire, England, situated just southwest of the town of Bishop's Stortford.
-
A.
Thorpe
Thorpe is a village in the English county of Surrey, located within the TW (Twickenham) postcode area.
-
B.
Thorpe
Thorpe is an English surname most notably associated with Jeremy Thorpe, a prominent 20th-century British politician and former leader of the Liberal Party.
-
C.
Greatham
Greatham is a small village and civil parish in the East Hampshire district of Hampshire, England, known for its rural character and proximity to the A3 road.
-
D.
Tilbrook
Tilbrook is a small rural village and civil parish in Cambridgeshire, England, situated near the historic town of Kimbolton.
-
E.
Longley
Longley is a surname most notably associated with Luc Longley, the Australian former professional basketball player and three-time NBA champion with the Chicago Bulls.
- 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_69c6885e7c1c8190be32a8f79ab4e0cf |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6e22544708190b0dffb5256d4cda6 |
completed | March 27, 2026, 8:01 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c775afabbc8190a6ff263b1a996c9c |
completed | March 28, 2026, 6:31 a.m. |
| NEDg | Description generation | batch_69c7779c8bcc819089d79399f0c9eb31 |
completed | March 28, 2026, 6:39 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7789d07c08190b6b6479ffbbc9f3e |
completed | March 28, 2026, 6:43 a.m. |
Created at: March 27, 2026, 2:36 p.m.