Triple
T6255658
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Barnsley |
E140156
|
entity |
| Predicate | hasBusStation |
P5891
|
FINISHED |
| Object |
Barnsley Interchange
Barnsley Interchange is a combined bus and railway transport hub serving the town of Barnsley in South Yorkshire, England.
|
E579302
|
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: Barnsley Interchange | Statement: [Barnsley, hasBusStation, Barnsley Interchange]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Barnsley Interchange Context triple: [Barnsley, hasBusStation, Barnsley Interchange]
-
A.
Rochdale Interchange
Rochdale Interchange is a major public transport hub in Rochdale, Greater Manchester, combining bus and tram services and providing key connections to the town centre and wider region.
-
B.
Gateshead Interchange
Gateshead Interchange is a major public transport hub in Gateshead, England, combining Tyne and Wear Metro services with extensive bus connections and passenger facilities.
-
C.
Bradford Interchange
Bradford Interchange is a major combined rail and bus station serving the city of Bradford in West Yorkshire, England.
-
D.
Shudehill Interchange
Shudehill Interchange is a major public transport hub in Manchester, England, integrating bus and tram services near the city centre.
-
E.
Bury Interchange
Bury Interchange is a major public transport hub in Bury, Greater Manchester, combining bus and Metrolink tram services for the town and surrounding area.
- 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: Barnsley Interchange Triple: [Barnsley, hasBusStation, Barnsley Interchange]
Generated description
Barnsley Interchange is a combined bus and railway transport hub serving the town of Barnsley in South Yorkshire, England.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Barnsley Interchange Target entity description: Barnsley Interchange is a combined bus and railway transport hub serving the town of Barnsley in South Yorkshire, England.
-
A.
Rochdale Interchange
Rochdale Interchange is a major public transport hub in Rochdale, Greater Manchester, combining bus and tram services and providing key connections to the town centre and wider region.
-
B.
Gateshead Interchange
Gateshead Interchange is a major public transport hub in Gateshead, England, combining Tyne and Wear Metro services with extensive bus connections and passenger facilities.
-
C.
Bradford Interchange
Bradford Interchange is a major combined rail and bus station serving the city of Bradford in West Yorkshire, England.
-
D.
Shudehill Interchange
Shudehill Interchange is a major public transport hub in Manchester, England, integrating bus and tram services near the city centre.
-
E.
Bury Interchange
Bury Interchange is a major public transport hub in Bury, Greater Manchester, combining bus and Metrolink tram services for the town and surrounding area.
- 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_69c008b4858c819095b0199114a9a87b |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c06363d6008190bf05e003b1f74497 |
completed | March 22, 2026, 9:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c244379f308190b73fe7ed4ed678e9 |
completed | March 24, 2026, 7:58 a.m. |
| NEDg | Description generation | batch_69c246309e5081908cd00cdf15f545d3 |
completed | March 24, 2026, 8:07 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c246cd73608190a76e1d99da153338 |
completed | March 24, 2026, 8:09 a.m. |
Created at: March 22, 2026, 4:24 p.m.