Triple
T22451626
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | St Margaret’s Church, Barking |
E555003
|
entity |
| Predicate | nearestTransport |
P99506
|
FINISHED |
| Object | Barking railway station |
—
|
NE NERFINISHED |
How this triple was built (3 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: Barking railway station | Statement: [St Margaret’s Church, Barking, nearestTransport, Barking railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Barking railway station Context triple: [St Margaret’s Church, Barking, nearestTransport, Barking railway station]
-
A.
Barking railway station
chosen
Barking railway station is a major transport hub in east London serving National Rail, London Underground, and London Overground services.
-
B.
Barking Riverside railway station
Barking Riverside railway station is a London Overground terminus serving the Barking Riverside development in the London Borough of Barking and Dagenham.
-
C.
Barkingside tube station
Barkingside tube station is a London Underground station on the Central line serving the Barkingside area in the London Borough of Redbridge.
-
D.
Redbridge railway station
Redbridge railway station is a small suburban rail stop in Hampshire, England, serving the Redbridge area near Southampton on local and regional routes.
-
E.
Epping station
Epping station is a major interchange railway and metro station in Sydney’s north-west, serving as a key hub on the Sydney Metro network and other suburban rail lines.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: nearestTransport Context triple: [St Margaret’s Church, Barking, nearestTransport, Barking railway station]
-
A.
nearestMajorTransportHub
chosen
Indicates that one location is the closest significant transportation center (such as a major train station, airport, or bus terminal) to another location.
-
B.
nearestPass
Indicates that one entity is the closest in distance or proximity to another entity compared to all other possible entities or paths.
-
C.
nearbyTerminus
Indicates that one terminus (end point or final stop) is located close to another terminus in space.
-
D.
nearestRoadHead
Indicates that one location is the closest accessible road endpoint (or road access point) to another location.
-
E.
operatorOfNearbyTransit
Indicates that an entity operates or manages a public transit service located in close geographic proximity to another specified entity.
- F. None of above.
Provenance (3 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_69e11e5113208190ab58c6b595f9d1d0 |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f15b4ba6a88190a0a79e2c20fa8c08 |
completed | April 29, 2026, 1:13 a.m. |
| PD | Predicate disambiguation | batch_69e898ad961c819098fd1e46129bddcc |
completed | April 22, 2026, 9:45 a.m. |
Created at: April 16, 2026, 8:48 p.m.