Triple
T7040926
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cambridge rail network |
E163507
|
entity |
| Predicate | hasStation |
P35
|
FINISHED |
| Object |
Audley End railway station
Audley End railway station is a regional rail station in Essex, England, serving the village of Wendens Ambo and nearby Saffron Walden with services on the West Anglia Main Line between London and Cambridge.
|
E636450
|
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: Audley End railway station | Statement: [Cambridge rail network, hasStation, Audley End railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Audley End railway station Context triple: [Cambridge rail network, hasStation, Audley End railway station]
-
A.
Aldermaston railway station
Aldermaston railway station is a small local rail stop in Berkshire, England, serving the village of Aldermaston and surrounding areas on the Reading–Newbury line.
-
B.
Ashtead railway station
Ashtead railway station is a suburban railway station in Surrey, England, serving the village of Ashtead with commuter services to London and other destinations.
-
C.
Hughesdale railway station
Hughesdale railway station is a suburban commuter rail stop in Melbourne, Australia, serving the Hughesdale area on the city’s Pakenham line.
-
D.
Ockendon railway station
Ockendon railway station is a local rail stop serving the town of South Ockendon in the borough of Thurrock, Essex, on the London, Tilbury and Southend line.
-
E.
Severn Valley Railway station
Severn Valley Railway station is a heritage railway stop on the preserved Severn Valley Railway line, serving the town of Bewdley in Worcestershire, 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: Audley End railway station Triple: [Cambridge rail network, hasStation, Audley End railway station]
Generated description
Audley End railway station is a regional rail station in Essex, England, serving the village of Wendens Ambo and nearby Saffron Walden with services on the West Anglia Main Line between London and Cambridge.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Audley End railway station Target entity description: Audley End railway station is a regional rail station in Essex, England, serving the village of Wendens Ambo and nearby Saffron Walden with services on the West Anglia Main Line between London and Cambridge.
-
A.
Aldermaston railway station
Aldermaston railway station is a small local rail stop in Berkshire, England, serving the village of Aldermaston and surrounding areas on the Reading–Newbury line.
-
B.
Ashtead railway station
Ashtead railway station is a suburban railway station in Surrey, England, serving the village of Ashtead with commuter services to London and other destinations.
-
C.
Hughesdale railway station
Hughesdale railway station is a suburban commuter rail stop in Melbourne, Australia, serving the Hughesdale area on the city’s Pakenham line.
-
D.
Ockendon railway station
Ockendon railway station is a local rail stop serving the town of South Ockendon in the borough of Thurrock, Essex, on the London, Tilbury and Southend line.
-
E.
Severn Valley Railway station
Severn Valley Railway station is a heritage railway stop on the preserved Severn Valley Railway line, serving the town of Bewdley in Worcestershire, 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_69c6885e7c1c8190be32a8f79ab4e0cf |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6e22544708190b0dffb5256d4cda6 |
completed | March 27, 2026, 8:01 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c775afabbc8190a6ff263b1a996c9c |
completed | March 28, 2026, 6:31 a.m. |
| NEDg | Description generation | batch_69c7779c8bcc819089d79399f0c9eb31 |
completed | March 28, 2026, 6:39 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7789d07c08190b6b6479ffbbc9f3e |
completed | March 28, 2026, 6:43 a.m. |
Created at: March 27, 2026, 2:36 p.m.