Triple
T4721034
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kimbolton, Cambridgeshire |
E104765
|
entity |
| Predicate | hasRoadConnection |
P385
|
FINISHED |
| Object |
A14 road (nearby)
The A14 road is a major east–west trunk route in England linking the Midlands with East Anglia and key ports such as Felixstowe.
|
E463079
|
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: A14 road (nearby) | Statement: [Kimbolton, Cambridgeshire, hasRoadConnection, A14 road (nearby)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: A14 road (nearby) Context triple: [Kimbolton, Cambridgeshire, hasRoadConnection, A14 road (nearby)]
-
A.
A17 road (nearby)
The A17 road is a major east–west route in eastern England that connects the Midlands to East Anglia, serving towns and villages across Lincolnshire and Norfolk.
-
B.
A21 road (nearby)
The A21 road is a major route in southeast England that connects London with the coastal town of Hastings, passing through parts of Kent and East Sussex.
-
C.
A47 road (nearby)
The A47 road is a major east–west route in eastern England connecting Birmingham and the Midlands to Norfolk and the east coast, passing near Pentney.
-
D.
A3 road (nearby)
The A3 road is a major trunk route in southern England connecting London to Portsmouth and serving numerous towns and communities along its corridor.
-
E.
A15 motorway (nearby)
The A15 motorway is a major Dutch highway in the western Netherlands that serves as a key freight and commuter route connecting the Port of Rotterdam with the national motorway network.
- 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: A14 road (nearby) Triple: [Kimbolton, Cambridgeshire, hasRoadConnection, A14 road (nearby)]
Generated description
The A14 road is a major east–west trunk route in England linking the Midlands with East Anglia and key ports such as Felixstowe.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: A14 road (nearby) Target entity description: The A14 road is a major east–west trunk route in England linking the Midlands with East Anglia and key ports such as Felixstowe.
-
A.
A17 road (nearby)
The A17 road is a major east–west route in eastern England that connects the Midlands to East Anglia, serving towns and villages across Lincolnshire and Norfolk.
-
B.
A21 road (nearby)
The A21 road is a major route in southeast England that connects London with the coastal town of Hastings, passing through parts of Kent and East Sussex.
-
C.
A47 road (nearby)
The A47 road is a major east–west route in eastern England connecting Birmingham and the Midlands to Norfolk and the east coast, passing near Pentney.
-
D.
A3 road (nearby)
The A3 road is a major trunk route in southern England connecting London to Portsmouth and serving numerous towns and communities along its corridor.
-
E.
A15 motorway (nearby)
The A15 motorway is a major Dutch highway in the western Netherlands that serves as a key freight and commuter route connecting the Port of Rotterdam with the national motorway network.
- 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_69bd43ec4a348190bc41afae43375e71 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd642a1a808190afeefc9d65e6c539 |
completed | March 20, 2026, 3:13 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be108fe3b08190b3d306ca4b39860d |
completed | March 21, 2026, 3:29 a.m. |
| NEDg | Description generation | batch_69be1182fee48190a01bd167a4adb21b |
completed | March 21, 2026, 3:33 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be11e0922481909563dca0422f10d1 |
completed | March 21, 2026, 3:34 a.m. |
Created at: March 20, 2026, 1:18 p.m.