Triple
T1335546
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Frimley |
E28739
|
entity |
| Predicate | hasMotorwayJunction |
P16027
|
FINISHED |
| Object |
M3 motorway Junction 4
M3 motorway Junction 4 is a key interchange on the M3 motorway in Surrey, England, providing access to the town of Frimley and surrounding areas.
|
E17362
|
NE FINISHED |
How this triple was built (5 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: M3 motorway Junction 4 | Statement: [Frimley, hasMotorwayJunction, M3 motorway Junction 4]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: M3 motorway Junction 4 Context triple: [Frimley, hasMotorwayJunction, M3 motorway Junction 4]
-
A.
Junction 4 of M60 motorway
Junction 4 of the M60 motorway is a numbered interchange on Greater Manchester’s orbital motorway, providing access between the M60 and local or connecting routes in the surrounding area.
-
B.
Junction 3 of M60 motorway
Junction 3 of the M60 motorway is a key interchange near Cheadle in Greater Manchester, connecting the orbital motorway with the A34 and providing access to South Manchester and Stockport.
-
C.
M3 motorway
The M3 motorway is a major road in southern England that connects London to Southampton, passing through counties including Surrey and Hampshire.
-
D.
M4 motorway
The M4 motorway is a major west–east route in the United Kingdom linking London with South Wales via key cities such as Reading, Swindon, Bristol and Newport.
-
E.
M40 motorway
The M40 motorway is a major English motorway linking London to Birmingham, serving as a key route through the Midlands and the southeast of 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: M3 motorway Junction 4 Triple: [Frimley, hasMotorwayJunction, M3 motorway Junction 4]
Generated description
M3 motorway Junction 4 is a key interchange on the M3 motorway in Surrey, England, providing access to the town of Frimley and surrounding areas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: M3 motorway Junction 4 Target entity description: M3 motorway Junction 4 is a key interchange on the M3 motorway in Surrey, England, providing access to the town of Frimley and surrounding areas.
-
A.
Junction 4 of M60 motorway
Junction 4 of the M60 motorway is a numbered interchange on Greater Manchester’s orbital motorway, providing access between the M60 and local or connecting routes in the surrounding area.
-
B.
Junction 3 of M60 motorway
Junction 3 of the M60 motorway is a key interchange near Cheadle in Greater Manchester, connecting the orbital motorway with the A34 and providing access to South Manchester and Stockport.
-
C.
M3 motorway
chosen
The M3 motorway is a major road in southern England that connects London to Southampton, passing through counties including Surrey and Hampshire.
-
D.
M4 motorway
The M4 motorway is a major west–east route in the United Kingdom linking London with South Wales via key cities such as Reading, Swindon, Bristol and Newport.
-
E.
M40 motorway
The M40 motorway is a major English motorway linking London to Birmingham, serving as a key route through the Midlands and the southeast of England.
- F. None of above.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasMotorwayJunction Context triple: [Frimley, hasMotorwayJunction, M3 motorway Junction 4]
-
A.
connectsToHighway
Indicates that one location, road, or route has a direct access point or linkage to a highway.
-
B.
motorwayJunctionNearby
chosen
Indicates that a motorway junction is located close to the referenced entity.
-
C.
hasJunctionWith
Indicates that one entity meets or intersects with another at a shared junction point.
-
D.
roadJunctionIncludes
Indicates that a road junction spatially contains or encompasses a specific road segment or related roadway element as part of its structure.
-
E.
hasMajorHighway
Indicates that a location or area is served by or directly connected to a major highway route.
- F. None of above.
Provenance (6 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_69a498561a508190a3e1bc137c2b866a |
completed | March 1, 2026, 7:49 p.m. |
| NER | Named-entity recognition | batch_69a4c1ecb5208190a9eadda113c91e66 |
completed | March 1, 2026, 10:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69acc62b9bd081909dbe22cbea03f21f |
completed | March 8, 2026, 12:43 a.m. |
| NEDg | Description generation | batch_69acc6c204a88190a3171898e6e1bb91 |
completed | March 8, 2026, 12:45 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69acc7d8df108190bf92ca5e33987d04 |
completed | March 8, 2026, 12:50 a.m. |
| PD | Predicate disambiguation | batch_69a4bef174708190a07bbc697fe19a2d |
completed | March 1, 2026, 10:34 p.m. |
Created at: March 1, 2026, 7:55 p.m.