Triple
T21702904
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Auckland rail network |
E535697
|
entity |
| Predicate | hasStation |
P35
|
FINISHED |
| Object |
Newmarket railway station
Newmarket railway station is a major passenger rail hub and interchange in Auckland, New Zealand, serving multiple suburban lines and the surrounding commercial district.
|
E1497384
|
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: Newmarket railway station | Statement: [Auckland rail network, hasStation, Newmarket railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Newmarket railway station Context triple: [Auckland rail network, hasStation, Newmarket railway station]
-
A.
Newmarket railway station
Newmarket railway station is a passenger railway station serving the town of Newmarket in Suffolk, England, on the Ipswich–Ely line.
-
B.
Netherwood station
Netherwood station is a commuter rail stop in Plainfield, New Jersey, served by NJ Transit trains on the Raritan Valley Line.
-
C.
Suffolk Downs station
Suffolk Downs station is a Massachusetts Bay Transportation Authority (MBTA) Blue Line rapid transit stop located in East Boston, Massachusetts.
-
D.
Newmarket Railway
Newmarket Railway was a 19th-century British railway company that operated lines serving the Newmarket area before being absorbed into the larger Great Eastern Railway network.
-
E.
Newtown Road station
Newtown Road station is a light rail station in Norfolk, Virginia, serving as one end of the Tide Light Rail line.
- 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: Newmarket railway station Triple: [Auckland rail network, hasStation, Newmarket railway station]
Generated description
Newmarket railway station is a major passenger rail hub and interchange in Auckland, New Zealand, serving multiple suburban lines and the surrounding commercial district.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Newmarket railway station Target entity description: Newmarket railway station is a major passenger rail hub and interchange in Auckland, New Zealand, serving multiple suburban lines and the surrounding commercial district.
-
A.
Newmarket railway station
Newmarket railway station is a passenger railway station serving the town of Newmarket in Suffolk, England, on the Ipswich–Ely line.
-
B.
Netherwood station
Netherwood station is a commuter rail stop in Plainfield, New Jersey, served by NJ Transit trains on the Raritan Valley Line.
-
C.
Suffolk Downs station
Suffolk Downs station is a Massachusetts Bay Transportation Authority (MBTA) Blue Line rapid transit stop located in East Boston, Massachusetts.
-
D.
Newmarket Railway
Newmarket Railway was a 19th-century British railway company that operated lines serving the Newmarket area before being absorbed into the larger Great Eastern Railway network.
-
E.
Newtown Road station
Newtown Road station is a light rail station in Norfolk, Virginia, serving as one end of the Tide Light Rail line.
- 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_69e0c46b44c0819088ab883ebd44e0e8 |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69ef9b8161348190842c433531cfaa5b |
completed | April 27, 2026, 5:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0a1e2b272481909f1cf29c74f3b61c |
completed | May 17, 2026, 7:59 p.m. |
| NEDg | Description generation | batch_6a0a1f2788648190bc48fb4d0a614fd9 |
completed | May 17, 2026, 8:03 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0a1fb328e081908b39b4c85cb23d1e |
completed | May 17, 2026, 8:06 p.m. |
Created at: April 16, 2026, 6:46 p.m.