Triple
T12587147
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Stallingborough |
E300494
|
entity |
| Predicate | hasRailwayStation |
P918
|
FINISHED |
| Object |
Stallingborough railway station
Stallingborough railway station is a small local train stop in North East Lincolnshire, England, serving the village of Stallingborough on regional rail services.
|
E992673
|
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: Stallingborough railway station | Statement: [Stallingborough, hasRailwayStation, Stallingborough railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stallingborough railway station Context triple: [Stallingborough, hasRailwayStation, Stallingborough railway station]
-
A.
Stowmarket railway station
Stowmarket railway station is a regional rail station in the town of Stowmarket, Suffolk, serving passenger services on the main line between London and Norwich.
-
B.
Sleaford railway station
Sleaford railway station is a regional rail station in Sleaford, Lincolnshire, England, serving as a local hub for passenger services on several connecting lines.
-
C.
Huntingdon railway station
Huntingdon railway station is a railway station in Huntingdon, Cambridgeshire, England, serving as a stop on the East Coast Main Line between London and the north.
-
D.
Grantham railway station
Grantham railway station is a major railway hub in Lincolnshire, England, serving the town of Grantham with intercity and regional train services.
-
E.
Scunthorpe railway station
Scunthorpe railway station is the main passenger rail hub serving the industrial town of Scunthorpe in North Lincolnshire, England, on the South TransPennine route.
- 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: Stallingborough railway station Triple: [Stallingborough, hasRailwayStation, Stallingborough railway station]
Generated description
Stallingborough railway station is a small local train stop in North East Lincolnshire, England, serving the village of Stallingborough on regional rail services.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Stallingborough railway station Target entity description: Stallingborough railway station is a small local train stop in North East Lincolnshire, England, serving the village of Stallingborough on regional rail services.
-
A.
Stowmarket railway station
Stowmarket railway station is a regional rail station in the town of Stowmarket, Suffolk, serving passenger services on the main line between London and Norwich.
-
B.
Sleaford railway station
Sleaford railway station is a regional rail station in Sleaford, Lincolnshire, England, serving as a local hub for passenger services on several connecting lines.
-
C.
Huntingdon railway station
Huntingdon railway station is a railway station in Huntingdon, Cambridgeshire, England, serving as a stop on the East Coast Main Line between London and the north.
-
D.
Grantham railway station
Grantham railway station is a major railway hub in Lincolnshire, England, serving the town of Grantham with intercity and regional train services.
-
E.
Scunthorpe railway station
Scunthorpe railway station is the main passenger rail hub serving the industrial town of Scunthorpe in North Lincolnshire, England, on the South TransPennine route.
- 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_69d7bde87b648190bcd0266e9efde098 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d954bbe72c8190aa11090bb6b480c9 |
completed | April 10, 2026, 7:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f65ebed164819083fbdaa775a59cd4 |
completed | May 2, 2026, 8:29 p.m. |
| NEDg | Description generation | batch_69f66088890c8190b67a958d7f0822a6 |
completed | May 2, 2026, 8:37 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6613ce1108190851cf8491fe666c8 |
completed | May 2, 2026, 8:40 p.m. |
Created at: April 9, 2026, 5:05 p.m.