Triple
T16547685
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Morriston |
E401985
|
entity |
| Predicate | transportJunctionNearby |
P36754
|
FINISHED |
| Object |
M4 Junction 45
M4 Junction 45 is a motorway junction on the M4 near Swansea in South Wales, providing access to the Morriston area and surrounding local routes.
|
E1220402
|
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: M4 Junction 45 | Statement: [Morriston, transportJunctionNearby, M4 Junction 45]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: M4 Junction 45 Context triple: [Morriston, transportJunctionNearby, M4 Junction 45]
-
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.
M4 Junction 16
M4 Junction 16 is a major motorway interchange on the M4 serving the town of Swindon in Wiltshire, England.
-
C.
M4 Junction 13
M4 Junction 13 is a motorway interchange on the M4 near Chieveley in Berkshire, England, providing access to Newbury and connecting with the A34.
-
D.
M42 Junction 5
M42 Junction 5 is a key motorway interchange on the M42 serving the Solihull area in the West Midlands, England.
-
E.
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.
- 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 45 Triple: [Morriston, transportJunctionNearby, M4 Junction 45]
Generated description
M4 Junction 45 is a motorway junction on the M4 near Swansea in South Wales, providing access to the Morriston area and surrounding local routes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: M4 Junction 45 Target entity description: M4 Junction 45 is a motorway junction on the M4 near Swansea in South Wales, providing access to the Morriston area and surrounding local routes.
-
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.
M4 Junction 16
M4 Junction 16 is a major motorway interchange on the M4 serving the town of Swindon in Wiltshire, England.
-
C.
M4 Junction 13
M4 Junction 13 is a motorway interchange on the M4 near Chieveley in Berkshire, England, providing access to Newbury and connecting with the A34.
-
D.
M42 Junction 5
M42 Junction 5 is a key motorway interchange on the M42 serving the Solihull area in the West Midlands, England.
-
E.
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.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: transportJunctionNearby Context triple: [Morriston, transportJunctionNearby, M4 Junction 45]
-
A.
transportationNearby
Indicates that there is a transportation facility or service located close to the referenced entity.
-
B.
transportationJunctionFor
chosen
Indicates a location that serves as a connecting point where multiple transportation routes or modes meet, intersect, or transfer.
-
C.
operatorOfNearbyTransit
Indicates that an entity operates or manages a public transit service located in close geographic proximity to another specified entity.
-
D.
nearestMajorTransportHub
Indicates that one location is the closest significant transportation center (such as a major train station, airport, or bus terminal) to another location.
-
E.
nearbyTerminus
Indicates that one terminus (end point or final stop) is located close to another terminus in space.
- 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_69d88384bc30819084229e7dcdc39a41 |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e34fbf79048190b761008441762374 |
completed | April 18, 2026, 9:32 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0067b4f6448190812632ab9023b665 |
completed | May 10, 2026, 11:10 a.m. |
| NEDg | Description generation | batch_6a00686f87408190b7d8a41cd54735d8 |
completed | May 10, 2026, 11:13 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a006b6edd7081908730363b267253dd |
completed | May 10, 2026, 11:26 a.m. |
| PD | Predicate disambiguation | batch_69e2969fab208190ad64164d24748c45 |
completed | April 17, 2026, 8:22 p.m. |
Created at: April 10, 2026, 5:15 a.m.