Triple
T8320276
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hereford railway station |
E194812
|
entity |
| Predicate | hasAdjacentStation |
P231
|
FINISHED |
| Object |
Leominster railway station
Leominster railway station is a railway station in Herefordshire, England, serving the town of Leominster on the Welsh Marches Line between Hereford and Shrewsbury.
|
E725855
|
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: Leominster railway station | Statement: [Hereford railway station, hasAdjacentStation, Leominster railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Leominster railway station Context triple: [Hereford railway station, hasAdjacentStation, Leominster railway station]
-
A.
North Leominster station
North Leominster station is a commuter rail stop in Leominster, Massachusetts, serving the MBTA Fitchburg Line that connects the area to Boston and other regional destinations.
-
B.
Andover station
Andover station is a commuter rail stop in Andover, Massachusetts, served by the MBTA on its route between Boston and Haverhill.
-
C.
Framingham station
Framingham station is a commuter rail station in Framingham, Massachusetts, serving MBTA and Amtrak trains on the Worcester Line west of Boston.
-
D.
Montpelier railway station
Montpelier railway station is a suburban rail stop in Bristol, England, serving local commuter services on the Severn Beach Line.
-
E.
Fitchburg station
Fitchburg station is a commuter rail stop in Fitchburg, Massachusetts, serving as a terminus on the MBTA Fitchburg Line connecting the city to the Greater Boston 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: Leominster railway station Triple: [Hereford railway station, hasAdjacentStation, Leominster railway station]
Generated description
Leominster railway station is a railway station in Herefordshire, England, serving the town of Leominster on the Welsh Marches Line between Hereford and Shrewsbury.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Leominster railway station Target entity description: Leominster railway station is a railway station in Herefordshire, England, serving the town of Leominster on the Welsh Marches Line between Hereford and Shrewsbury.
-
A.
North Leominster station
North Leominster station is a commuter rail stop in Leominster, Massachusetts, serving the MBTA Fitchburg Line that connects the area to Boston and other regional destinations.
-
B.
Andover station
Andover station is a commuter rail stop in Andover, Massachusetts, served by the MBTA on its route between Boston and Haverhill.
-
C.
Framingham station
Framingham station is a commuter rail station in Framingham, Massachusetts, serving MBTA and Amtrak trains on the Worcester Line west of Boston.
-
D.
Montpelier railway station
Montpelier railway station is a suburban rail stop in Bristol, England, serving local commuter services on the Severn Beach Line.
-
E.
Fitchburg station
Fitchburg station is a commuter rail stop in Fitchburg, Massachusetts, serving as a terminus on the MBTA Fitchburg Line connecting the city to the Greater Boston 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_69ca82e7a8a88190a32bb5cc0feb012d |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cb7f6686a0819094abc2bfd2e500a5 |
completed | March 31, 2026, 8:01 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cd95a058948190b056d9b0f0607933 |
completed | April 1, 2026, 10:01 p.m. |
| NEDg | Description generation | batch_69cdab5f30b0819080136084d81774a9 |
completed | April 1, 2026, 11:33 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cdb2d365e48190a766ca959ce56b19 |
completed | April 2, 2026, 12:05 a.m. |
Created at: March 30, 2026, 5:55 p.m.