Triple
T4586527
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Swindon |
E103379
|
entity |
| Predicate | nearJunction |
P31669
|
FINISHED |
| Object |
M4 Junction 16
M4 Junction 16 is a major motorway interchange on the M4 serving the town of Swindon in Wiltshire, England.
|
E457145
|
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: M4 Junction 16 | Statement: [Swindon, nearJunction, M4 Junction 16]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: M4 Junction 16 Context triple: [Swindon, nearJunction, M4 Junction 16]
-
A.
M4 Junction 15
M4 Junction 15 is a major motorway interchange on the M4 in Wiltshire, England, providing access to Swindon and connecting regional and national routes.
-
B.
M42 Junction 5
M42 Junction 5 is a key motorway interchange on the M42 serving the Solihull area in the West Midlands, England.
-
C.
M6 junction 25
M6 junction 25 is a motorway junction near Wigan in Greater Manchester that provides access between the M6 and the local road network serving the Wigan area.
-
D.
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.
-
E.
Junction 16 of M60 motorway
Junction 16 of the M60 motorway is a key interchange near Salford in Greater Manchester, connecting the orbital motorway to routes including the M61 toward Bolton and Preston.
- 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: M4 Junction 16 Triple: [Swindon, nearJunction, M4 Junction 16]
Generated description
M4 Junction 16 is a major motorway interchange on the M4 serving the town of Swindon in Wiltshire, England.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: M4 Junction 16 Target entity description: M4 Junction 16 is a major motorway interchange on the M4 serving the town of Swindon in Wiltshire, England.
-
A.
M4 Junction 15
M4 Junction 15 is a major motorway interchange on the M4 in Wiltshire, England, providing access to Swindon and connecting regional and national routes.
-
B.
M42 Junction 5
M42 Junction 5 is a key motorway interchange on the M42 serving the Solihull area in the West Midlands, England.
-
C.
M6 junction 25
M6 junction 25 is a motorway junction near Wigan in Greater Manchester that provides access between the M6 and the local road network serving the Wigan area.
-
D.
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.
-
E.
Junction 16 of M60 motorway
Junction 16 of the M60 motorway is a key interchange near Salford in Greater Manchester, connecting the orbital motorway to routes including the M61 toward Bolton and Preston.
- 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_69bd43dccaf08190aa89e9991a289719 |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd62334e4081908ad7ad18d759663d |
completed | March 20, 2026, 3:05 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bdfa33103081909e83155f712b821f |
completed | March 21, 2026, 1:53 a.m. |
| NEDg | Description generation | batch_69bdfc87fd3881909f072cd85d6b58c2 |
completed | March 21, 2026, 2:03 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bdfcfb3de08190b9345e36c5c0c01c |
completed | March 21, 2026, 2:05 a.m. |
Created at: March 20, 2026, 1:10 p.m.