Triple
T3679432
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Huyton |
E78074
|
entity |
| Predicate | hasRailwayStation |
P918
|
FINISHED |
| Object |
Roby railway station
Roby railway station is a suburban railway station serving the village of Roby in the Metropolitan Borough of Knowsley, near Liverpool, England.
|
E379572
|
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: Roby railway station | Statement: [Huyton, hasRailwayStation, Roby railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Roby railway station Context triple: [Huyton, hasRailwayStation, Roby railway station]
-
A.
Morisset railway station
Morisset railway station is a regional New South Wales train station serving the town of Morisset on the Main Northern line between Gosford and Newcastle.
-
B.
Modane railway station
Modane railway station is a key French rail hub in the Savoie region, serving the town of Modane and acting as an important transit point on the route between France and Italy through the Fréjus Rail Tunnel.
-
C.
Lancy-Pont-Rouge railway station
Lancy-Pont-Rouge railway station is a regional train station in the municipality of Lancy, near Geneva, Switzerland, serving as part of the Léman Express and local commuter rail network.
-
D.
Basmane railway station
Basmane railway station is a historic central train terminal in İzmir, Turkey, serving as a major hub for regional and intercity rail services.
-
E.
Nice-Ville railway station
Nice-Ville railway station is the main railway hub of Nice, France, serving regional and long-distance trains on the French Riviera.
- 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: Roby railway station Triple: [Huyton, hasRailwayStation, Roby railway station]
Generated description
Roby railway station is a suburban railway station serving the village of Roby in the Metropolitan Borough of Knowsley, near Liverpool, England.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Roby railway station Target entity description: Roby railway station is a suburban railway station serving the village of Roby in the Metropolitan Borough of Knowsley, near Liverpool, England.
-
A.
Morisset railway station
Morisset railway station is a regional New South Wales train station serving the town of Morisset on the Main Northern line between Gosford and Newcastle.
-
B.
Modane railway station
Modane railway station is a key French rail hub in the Savoie region, serving the town of Modane and acting as an important transit point on the route between France and Italy through the Fréjus Rail Tunnel.
-
C.
Lancy-Pont-Rouge railway station
Lancy-Pont-Rouge railway station is a regional train station in the municipality of Lancy, near Geneva, Switzerland, serving as part of the Léman Express and local commuter rail network.
-
D.
Basmane railway station
Basmane railway station is a historic central train terminal in İzmir, Turkey, serving as a major hub for regional and intercity rail services.
-
E.
Nice-Ville railway station
Nice-Ville railway station is the main railway hub of Nice, France, serving regional and long-distance trains on the French Riviera.
- 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_69ad85e18c1c8190be8aafb227f39f48 |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adc49039308190b33082e2b58aa5cf |
completed | March 8, 2026, 6:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4c3a9c6f48190a44b3b2dab37268d |
completed | March 14, 2026, 2:10 a.m. |
| NEDg | Description generation | batch_69b4c4b6dfa48190aaa53e5d1677c0a1 |
completed | March 14, 2026, 2:15 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4c57d12408190baa63a3714c38dea |
completed | March 14, 2026, 2:18 a.m. |
Created at: March 8, 2026, 3:25 p.m.