Triple
T4469670
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Commando Training Centre Royal Marines, Lympstone |
E98462
|
entity |
| Predicate | nearTransport |
P5822
|
FINISHED |
| Object |
Lympstone Commando railway station
Lympstone Commando railway station is a small, restricted-access stop on the Avocet Line in Devon, England, primarily serving the adjacent Commando Training Centre Royal Marines.
|
E441044
|
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: Lympstone Commando railway station | Statement: [Commando Training Centre Royal Marines, Lympstone, nearTransport, Lympstone Commando railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lympstone Commando railway station Context triple: [Commando Training Centre Royal Marines, Lympstone, nearTransport, Lympstone Commando railway station]
-
A.
Lymington Town railway station
Lymington Town railway station is a small railway station in Lymington, Hampshire, England, serving the town and its connection to the Lymington Branch Line.
-
B.
Lymington Pier railway station
Lymington Pier railway station is a small coastal rail terminus in Hampshire, England, serving as the link between the national rail network and ferry services to the Isle of Wight.
-
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.
Warminster railway station
Warminster railway station is a regional rail stop in Wiltshire, England, providing passenger services on routes between South Wales and the south coast of England.
-
E.
Romsey railway station
Romsey railway station is a railway station in Romsey, Hampshire, England, serving as a local stop on regional routes including services between Cardiff and Portsmouth.
- 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: Lympstone Commando railway station Triple: [Commando Training Centre Royal Marines, Lympstone, nearTransport, Lympstone Commando railway station]
Generated description
Lympstone Commando railway station is a small, restricted-access stop on the Avocet Line in Devon, England, primarily serving the adjacent Commando Training Centre Royal Marines.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lympstone Commando railway station Target entity description: Lympstone Commando railway station is a small, restricted-access stop on the Avocet Line in Devon, England, primarily serving the adjacent Commando Training Centre Royal Marines.
-
A.
Lymington Town railway station
Lymington Town railway station is a small railway station in Lymington, Hampshire, England, serving the town and its connection to the Lymington Branch Line.
-
B.
Lymington Pier railway station
Lymington Pier railway station is a small coastal rail terminus in Hampshire, England, serving as the link between the national rail network and ferry services to the Isle of Wight.
-
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.
Warminster railway station
Warminster railway station is a regional rail stop in Wiltshire, England, providing passenger services on routes between South Wales and the south coast of England.
-
E.
Romsey railway station
Romsey railway station is a railway station in Romsey, Hampshire, England, serving as a local stop on regional routes including services between Cardiff and Portsmouth.
- 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_69b3454b4ae481908967426dd37284d6 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b3569cd03c8190927c596bedb45ac8 |
completed | March 13, 2026, 12:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b6286c75b08190bd683d300f6c97f0 |
completed | March 15, 2026, 3:33 a.m. |
| NEDg | Description generation | batch_69b6295627848190a7bb6b8943b0e3f1 |
completed | March 15, 2026, 3:36 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b629be765c81908c1f6ccfc75604d1 |
completed | March 15, 2026, 3:38 a.m. |
Created at: March 12, 2026, 11:34 p.m.