Triple
T23335592
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Inverkip |
E591571
|
entity |
| Predicate | transport |
P230
|
FINISHED |
| Object |
Inverkip railway station
Inverkip railway station is a small stop on the Inverclyde Line in Scotland, serving the village of Inverkip with regular regional rail services.
|
E1579907
|
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: Inverkip railway station | Statement: [Inverkip, transport, Inverkip railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Inverkip railway station Context triple: [Inverkip, transport, Inverkip railway station]
-
A.
Kaiapoi railway station
Kaiapoi railway station is a former New Zealand railway stop that once served the town of Kaiapoi in the Canterbury region on the Main North Line.
-
B.
Dempster station
Dempster station is a Chicago Transit Authority 'L' station in Evanston, Illinois, serving the Purple Line.
-
C.
Nantua railway station
Nantua railway station is a small regional train station serving the town of Nantua in the Ain department of eastern France.
-
D.
McMasterville station
McMasterville station is a commuter rail station in McMasterville, Quebec, serving passengers on Exo’s Mont-Saint-Hilaire line in the Greater Montreal area.
-
E.
Wauchope railway station
Wauchope railway station is a regional passenger rail stop on the North Coast line in New South Wales, Australia, serving the town of Wauchope.
- 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: Inverkip railway station Triple: [Inverkip, transport, Inverkip railway station]
Generated description
Inverkip railway station is a small stop on the Inverclyde Line in Scotland, serving the village of Inverkip with regular regional rail services.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Inverkip railway station Target entity description: Inverkip railway station is a small stop on the Inverclyde Line in Scotland, serving the village of Inverkip with regular regional rail services.
-
A.
Kaiapoi railway station
Kaiapoi railway station is a former New Zealand railway stop that once served the town of Kaiapoi in the Canterbury region on the Main North Line.
-
B.
Dempster station
Dempster station is a Chicago Transit Authority 'L' station in Evanston, Illinois, serving the Purple Line.
-
C.
Nantua railway station
Nantua railway station is a small regional train station serving the town of Nantua in the Ain department of eastern France.
-
D.
McMasterville station
McMasterville station is a commuter rail station in McMasterville, Quebec, serving passengers on Exo’s Mont-Saint-Hilaire line in the Greater Montreal area.
-
E.
Wauchope railway station
Wauchope railway station is a regional passenger rail stop on the North Coast line in New South Wales, Australia, serving the town of Wauchope.
- 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_69e25d20156c81908c5c53195bd9c738 |
completed | April 17, 2026, 4:17 p.m. |
| NER | Named-entity recognition | batch_69f197f08fe481908766e674164d6d45 |
completed | April 29, 2026, 5:32 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0c4cb282d081908ed8fa395460d7db |
completed | May 19, 2026, 11:42 a.m. |
| NEDg | Description generation | batch_6a0c4f634a70819088f627f13bdfe7da |
completed | May 19, 2026, 11:54 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0c4fc72a9c8190862256fac24682a1 |
completed | May 19, 2026, 11:55 a.m. |
Created at: April 17, 2026, 5:16 p.m.