Triple
T21094559
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | M54 motorway |
E519726
|
entity |
| Predicate | hasServiceArea |
P82
|
FINISHED |
| Object |
Telford services
Telford services is a motorway service area in Shropshire, England, providing fuel, food, and rest facilities for drivers traveling near Telford.
|
E1465904
|
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: Telford services | Statement: [M54 motorway, hasServiceArea, Telford services]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Telford services Context triple: [M54 motorway, hasServiceArea, Telford services]
-
A.
Telford urban transport network
The Telford urban transport network is the integrated public transit system serving Telford and its surrounding areas, primarily through coordinated bus services and supporting infrastructure.
-
B.
Telford
Telford is a given name most notably associated with Telford Taylor, the American lawyer and chief prosecutor at the Nuremberg Trials.
-
C.
Telford
Telford is a large new town in England’s West Midlands, known for its rapid post-war development and proximity to the Ironbridge Gorge World Heritage Site.
-
D.
Telford Central railway station
Telford Central railway station is the main rail hub for the town of Telford in Shropshire, England, providing regional and long-distance passenger services.
-
E.
Telford Shopping Centre
Telford Shopping Centre is a large indoor retail complex in Telford, Shropshire, featuring a wide range of shops, restaurants, and leisure facilities and serving as the town’s main commercial hub.
- 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: Telford services Triple: [M54 motorway, hasServiceArea, Telford services]
Generated description
Telford services is a motorway service area in Shropshire, England, providing fuel, food, and rest facilities for drivers traveling near Telford.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Telford services Target entity description: Telford services is a motorway service area in Shropshire, England, providing fuel, food, and rest facilities for drivers traveling near Telford.
-
A.
Telford urban transport network
The Telford urban transport network is the integrated public transit system serving Telford and its surrounding areas, primarily through coordinated bus services and supporting infrastructure.
-
B.
Telford
Telford is a given name most notably associated with Telford Taylor, the American lawyer and chief prosecutor at the Nuremberg Trials.
-
C.
Telford
Telford is a large new town in England’s West Midlands, known for its rapid post-war development and proximity to the Ironbridge Gorge World Heritage Site.
-
D.
Telford Central railway station
Telford Central railway station is the main rail hub for the town of Telford in Shropshire, England, providing regional and long-distance passenger services.
-
E.
Telford Shopping Centre
Telford Shopping Centre is a large indoor retail complex in Telford, Shropshire, featuring a wide range of shops, restaurants, and leisure facilities and serving as the town’s main commercial hub.
- 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_69e0b508d8dc81909be940dafe36c8f7 |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e709517a18819081ede1d38e2c4391 |
completed | April 21, 2026, 5:21 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a095a5c42fc81909be87268f6296c66 |
completed | May 17, 2026, 6:04 a.m. |
| NEDg | Description generation | batch_6a095b1cb97c8190b3ba95373bd21056 |
completed | May 17, 2026, 6:07 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a095bf3efa4819089368a3e80a41e15 |
completed | May 17, 2026, 6:11 a.m. |
Created at: April 16, 2026, 2:52 p.m.