Triple
T3640511
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chipping Campden |
E77175
|
entity |
| Predicate | nearestRailwayStation |
P4625
|
FINISHED |
| Object |
Moreton-in-Marsh railway station
Moreton-in-Marsh railway station is a Cotswold Line station in Gloucestershire, England, providing regional and intercity rail services and acting as a key transport hub for nearby towns and villages.
|
E375795
|
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: Moreton-in-Marsh railway station | Statement: [Chipping Campden, nearestRailwayStation, Moreton-in-Marsh railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Moreton-in-Marsh railway station Context triple: [Chipping Campden, nearestRailwayStation, Moreton-in-Marsh railway station]
-
A.
Moston railway station
Moston railway station is a suburban rail stop in Greater Manchester, England, serving the local communities with regional train services.
-
B.
Marple railway station
Marple railway station is a suburban rail station in Greater Manchester, England, serving the town of Marple on the Hope Valley Line between Manchester and Sheffield.
-
C.
Warminster station
Warminster station is a SEPTA Regional Rail terminal in Warminster, Pennsylvania, serving as the northern endpoint of commuter rail service to and from central Philadelphia.
-
D.
Broadmeadow railway station
Broadmeadow railway station is a key suburban rail station in Newcastle, New South Wales, serving as an important junction and interchange on the state’s rail network.
-
E.
Penmere railway station
Penmere railway station is a small suburban stop on the Maritime Line serving the town of Falmouth in Cornwall, England.
- 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: Moreton-in-Marsh railway station Triple: [Chipping Campden, nearestRailwayStation, Moreton-in-Marsh railway station]
Generated description
Moreton-in-Marsh railway station is a Cotswold Line station in Gloucestershire, England, providing regional and intercity rail services and acting as a key transport hub for nearby towns and villages.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Moreton-in-Marsh railway station Target entity description: Moreton-in-Marsh railway station is a Cotswold Line station in Gloucestershire, England, providing regional and intercity rail services and acting as a key transport hub for nearby towns and villages.
-
A.
Moston railway station
Moston railway station is a suburban rail stop in Greater Manchester, England, serving the local communities with regional train services.
-
B.
Marple railway station
Marple railway station is a suburban rail station in Greater Manchester, England, serving the town of Marple on the Hope Valley Line between Manchester and Sheffield.
-
C.
Warminster station
Warminster station is a SEPTA Regional Rail terminal in Warminster, Pennsylvania, serving as the northern endpoint of commuter rail service to and from central Philadelphia.
-
D.
Broadmeadow railway station
Broadmeadow railway station is a key suburban rail station in Newcastle, New South Wales, serving as an important junction and interchange on the state’s rail network.
-
E.
Penmere railway station
Penmere railway station is a small suburban stop on the Maritime Line serving the town of Falmouth in Cornwall, England.
- 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_69ad85dd0be48190b738990cb20c4731 |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adc357c3308190bd8801d68244a53e |
completed | March 8, 2026, 6:43 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b44f2a8a5c8190b84dcf4b4b8a939e |
completed | March 13, 2026, 5:53 p.m. |
| NEDg | Description generation | batch_69b45292546c81909770dcd6239dbda3 |
completed | March 13, 2026, 6:08 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b45f76fcc48190bab9bc6ce83700eb |
completed | March 13, 2026, 7:03 p.m. |
Created at: March 8, 2026, 3:24 p.m.