Triple
T9662976
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Birmingham Snow Hill to Kidderminster |
E233631
|
entity |
| Predicate | hasIntermediateStation |
P24280
|
FINISHED |
| Object |
Stourbridge Town (via Stourbridge Town branch)
Stourbridge Town is a small railway station in the West Midlands, England, serving as the terminus of the short Stourbridge Town branch line that connects into the Birmingham–Kidderminster route.
|
E813932
|
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: Stourbridge Town (via Stourbridge Town branch) | Statement: [Birmingham Snow Hill to Kidderminster, hasIntermediateStation, Stourbridge Town (via Stourbridge Town branch)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stourbridge Town (via Stourbridge Town branch) Context triple: [Birmingham Snow Hill to Kidderminster, hasIntermediateStation, Stourbridge Town (via Stourbridge Town branch)]
-
A.
Middlewich Branch
The Middlewich Branch is a canal in northwest England that links the Shropshire Union Canal to the Trent and Mersey Canal, forming part of the region’s historic inland waterway network.
-
B.
Stourbridge Junction
Stourbridge Junction is a major railway station in the West Midlands, England, serving as a key interchange on the Birmingham–Kidderminster–Worcester line and the terminus for the short branch to Stourbridge Town.
-
C.
Birmingham New Street to Bromsgrove
Birmingham New Street to Bromsgrove is a regional rail service in England connecting central Birmingham with the town of Bromsgrove in Worcestershire.
-
D.
Windsor branch of the South Western Main Line
The Windsor branch of the South Western Main Line is a short railway branch in Berkshire, England, connecting Windsor to the main London–South West rail network.
-
E.
Stourbridge
Stourbridge is a town in the West Midlands of England known historically for its glassmaking industry and its location within the Metropolitan Borough of Dudley.
- 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: Stourbridge Town (via Stourbridge Town branch) Triple: [Birmingham Snow Hill to Kidderminster, hasIntermediateStation, Stourbridge Town (via Stourbridge Town branch)]
Generated description
Stourbridge Town is a small railway station in the West Midlands, England, serving as the terminus of the short Stourbridge Town branch line that connects into the Birmingham–Kidderminster route.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Stourbridge Town (via Stourbridge Town branch) Target entity description: Stourbridge Town is a small railway station in the West Midlands, England, serving as the terminus of the short Stourbridge Town branch line that connects into the Birmingham–Kidderminster route.
-
A.
Middlewich Branch
The Middlewich Branch is a canal in northwest England that links the Shropshire Union Canal to the Trent and Mersey Canal, forming part of the region’s historic inland waterway network.
-
B.
Stourbridge Junction
Stourbridge Junction is a major railway station in the West Midlands, England, serving as a key interchange on the Birmingham–Kidderminster–Worcester line and the terminus for the short branch to Stourbridge Town.
-
C.
Birmingham New Street to Bromsgrove
Birmingham New Street to Bromsgrove is a regional rail service in England connecting central Birmingham with the town of Bromsgrove in Worcestershire.
-
D.
Windsor branch of the South Western Main Line
The Windsor branch of the South Western Main Line is a short railway branch in Berkshire, England, connecting Windsor to the main London–South West rail network.
-
E.
Stourbridge
Stourbridge is a town in the West Midlands of England known historically for its glassmaking industry and its location within the Metropolitan Borough of Dudley.
- 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_69ca848d3b6c8190ae98ea554dea58df |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cd9c0cde048190b5a8e1548825d4d9 |
completed | April 1, 2026, 10:28 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d18a1422348190967943b0d4da8efd |
completed | April 4, 2026, 10 p.m. |
| NEDg | Description generation | batch_69d18b66e79881909228aa3e1e34af26 |
completed | April 4, 2026, 10:06 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d18bbfb1808190bd7f7ff4326af72c |
completed | April 4, 2026, 10:07 p.m. |
Created at: March 30, 2026, 8:14 p.m.