Triple
T14088123
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lesmahagow |
E339050
|
entity |
| Predicate | hasTransportLink |
P1298
|
FINISHED |
| Object |
M74 motorway junction 10
M74 motorway junction 10 is a key access point on Scotland’s M74 motorway serving the town of Lesmahagow and surrounding areas in South Lanarkshire.
|
E1080380
|
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: M74 motorway junction 10 | Statement: [Lesmahagow, hasTransportLink, M74 motorway junction 10]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: M74 motorway junction 10 Context triple: [Lesmahagow, hasTransportLink, M74 motorway junction 10]
-
A.
M5 motorway at junction 4A
The M5 motorway at junction 4A is a major interchange in the West Midlands where traffic transfers between the north–south M5 and the orbital M42, serving as a key route for long-distance and regional journeys.
-
B.
M5 Junction 22
M5 Junction 22 is a motorway junction on England’s M5 that provides primary access to the seaside town of Burnham-on-Sea and surrounding areas in Somerset.
-
C.
Junction 10 of M60 motorway
Junction 10 of the M60 motorway is a key interchange near the Trafford Centre in Greater Manchester, providing access to local roads and major retail and leisure destinations.
-
D.
M74 motorway
The M74 motorway is a major Scottish motorway forming a key part of the route between Glasgow and the English border, carrying long-distance traffic towards the M6.
-
E.
Junction 7 of M60 motorway
Junction 7 of the M60 motorway is a key interchange on the Manchester orbital route, serving the Sale and Altrincham area in Greater Manchester.
- 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: M74 motorway junction 10 Triple: [Lesmahagow, hasTransportLink, M74 motorway junction 10]
Generated description
M74 motorway junction 10 is a key access point on Scotland’s M74 motorway serving the town of Lesmahagow and surrounding areas in South Lanarkshire.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: M74 motorway junction 10 Target entity description: M74 motorway junction 10 is a key access point on Scotland’s M74 motorway serving the town of Lesmahagow and surrounding areas in South Lanarkshire.
-
A.
M5 motorway at junction 4A
The M5 motorway at junction 4A is a major interchange in the West Midlands where traffic transfers between the north–south M5 and the orbital M42, serving as a key route for long-distance and regional journeys.
-
B.
M5 Junction 22
M5 Junction 22 is a motorway junction on England’s M5 that provides primary access to the seaside town of Burnham-on-Sea and surrounding areas in Somerset.
-
C.
Junction 10 of M60 motorway
Junction 10 of the M60 motorway is a key interchange near the Trafford Centre in Greater Manchester, providing access to local roads and major retail and leisure destinations.
-
D.
M74 motorway
The M74 motorway is a major Scottish motorway forming a key part of the route between Glasgow and the English border, carrying long-distance traffic towards the M6.
-
E.
Junction 7 of M60 motorway
Junction 7 of the M60 motorway is a key interchange on the Manchester orbital route, serving the Sale and Altrincham area in Greater Manchester.
- 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_69d81c687b0c819087fd9ed4198403f8 |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de5ee1ce88819091c983286289337e |
completed | April 14, 2026, 3:36 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fcd0a5c9948190805c2e687c8809ff |
completed | May 7, 2026, 5:49 p.m. |
| NEDg | Description generation | batch_69fcd56da6408190bdbce6581c51d065 |
completed | May 7, 2026, 6:09 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fcd5f8266081909ff9148a77d63ea8 |
completed | May 7, 2026, 6:12 p.m. |
Created at: April 9, 2026, 10:21 p.m.