Triple
T13044653
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hatfield, Yorkshire |
E327285
|
entity |
| Predicate | railAccess |
P726
|
FINISHED |
| Object |
Hatfield and Stainforth railway station
Hatfield and Stainforth railway station is a local rail station in South Yorkshire, England, serving the communities of Hatfield and Stainforth on routes including services between Doncaster and the wider region.
|
E1018212
|
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: Hatfield and Stainforth railway station | Statement: [Hatfield, Yorkshire, railAccess, Hatfield and Stainforth railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hatfield and Stainforth railway station Context triple: [Hatfield, Yorkshire, railAccess, Hatfield and Stainforth railway station]
-
A.
Hatfield railway station
Hatfield railway station is a commuter and regional rail station serving the town of Hatfield in Hertfordshire, England, on the East Coast Main Line north of London.
-
B.
Hatfield station
Hatfield station is a major Gautrain rapid-rail station in Pretoria, South Africa, serving as a key hub for commuters and travelers in the Hatfield area.
-
C.
Huddersfield railway station
Huddersfield railway station is a major historic railway hub in the town of Huddersfield, England, known for its grand neoclassical façade and central role in regional rail services.
-
D.
Pontefract Baghill railway station
Pontefract Baghill railway station is a small, lightly used railway station in Pontefract, West Yorkshire, England, served mainly by regional services.
-
E.
Sheffield Wicker railway station
Sheffield Wicker railway station was an early main railway terminus in Sheffield, England, that served the city before being superseded by the more centrally located Sheffield Midland station.
- 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: Hatfield and Stainforth railway station Triple: [Hatfield, Yorkshire, railAccess, Hatfield and Stainforth railway station]
Generated description
Hatfield and Stainforth railway station is a local rail station in South Yorkshire, England, serving the communities of Hatfield and Stainforth on routes including services between Doncaster and the wider region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hatfield and Stainforth railway station Target entity description: Hatfield and Stainforth railway station is a local rail station in South Yorkshire, England, serving the communities of Hatfield and Stainforth on routes including services between Doncaster and the wider region.
-
A.
Hatfield railway station
Hatfield railway station is a commuter and regional rail station serving the town of Hatfield in Hertfordshire, England, on the East Coast Main Line north of London.
-
B.
Hatfield station
Hatfield station is a major Gautrain rapid-rail station in Pretoria, South Africa, serving as a key hub for commuters and travelers in the Hatfield area.
-
C.
Huddersfield railway station
Huddersfield railway station is a major historic railway hub in the town of Huddersfield, England, known for its grand neoclassical façade and central role in regional rail services.
-
D.
Pontefract Baghill railway station
Pontefract Baghill railway station is a small, lightly used railway station in Pontefract, West Yorkshire, England, served mainly by regional services.
-
E.
Sheffield Wicker railway station
Sheffield Wicker railway station was an early main railway terminus in Sheffield, England, that served the city before being superseded by the more centrally located Sheffield Midland station.
- 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_69d8076e64308190904fb5c93517c901 |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69d98050157c8190bb8c640b759ac2b7 |
completed | April 10, 2026, 10:57 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6cbd720248190a23a07dadc7e1348 |
completed | May 3, 2026, 4:15 a.m. |
| NEDg | Description generation | batch_69f6cd706f548190af79efa973434af9 |
completed | May 3, 2026, 4:22 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6ce23ca208190960409130c4c52a9 |
completed | May 3, 2026, 4:25 a.m. |
Created at: April 9, 2026, 8:56 p.m.