Triple
T7719051
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Riom |
E174959
|
entity |
| Predicate | hasRailwayStation |
P918
|
FINISHED |
| Object |
Gare de Riom – Châtel-Guyon
Gare de Riom – Châtel-Guyon is a regional railway station in the Puy-de-Dôme department of central France, serving the town of Riom and the nearby spa resort of Châtel-Guyon.
|
E684541
|
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: Gare de Riom – Châtel-Guyon | Statement: [Riom, hasRailwayStation, Gare de Riom – Châtel-Guyon]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gare de Riom – Châtel-Guyon Context triple: [Riom, hasRailwayStation, Gare de Riom – Châtel-Guyon]
-
A.
Gare de Tulle
Gare de Tulle is the main railway station serving the town of Tulle in the Corrèze department of south-central France, providing regional train connections.
-
B.
Gare de Rodez
Gare de Rodez is the main railway station serving the town of Rodez in southern France, providing regional and intercity train connections.
-
C.
Gare d’Oullins
Gare d’Oullins is a railway and metro station in the suburb of Oullins near Lyon, France, serving as a key public transport hub integrated into the Lyon Metro network.
-
D.
Gare de Boulevard Victor
Gare de Boulevard Victor is a station on Paris’s RER C suburban rail line located near Boulevard Victor in the city’s southwest.
-
E.
Gare de Valence-Ville
Gare de Valence-Ville is the main historic railway station serving the city of Valence in southeastern France, providing regional and intercity train connections.
- 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: Gare de Riom – Châtel-Guyon Triple: [Riom, hasRailwayStation, Gare de Riom – Châtel-Guyon]
Generated description
Gare de Riom – Châtel-Guyon is a regional railway station in the Puy-de-Dôme department of central France, serving the town of Riom and the nearby spa resort of Châtel-Guyon.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gare de Riom – Châtel-Guyon Target entity description: Gare de Riom – Châtel-Guyon is a regional railway station in the Puy-de-Dôme department of central France, serving the town of Riom and the nearby spa resort of Châtel-Guyon.
-
A.
Gare de Tulle
Gare de Tulle is the main railway station serving the town of Tulle in the Corrèze department of south-central France, providing regional train connections.
-
B.
Gare de Rodez
Gare de Rodez is the main railway station serving the town of Rodez in southern France, providing regional and intercity train connections.
-
C.
Gare d’Oullins
Gare d’Oullins is a railway and metro station in the suburb of Oullins near Lyon, France, serving as a key public transport hub integrated into the Lyon Metro network.
-
D.
Gare de Boulevard Victor
Gare de Boulevard Victor is a station on Paris’s RER C suburban rail line located near Boulevard Victor in the city’s southwest.
-
E.
Gare de Valence-Ville
Gare de Valence-Ville is the main historic railway station serving the city of Valence in southeastern France, providing regional and intercity train connections.
- 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_69c6995c463c8190a14458036249d419 |
completed | March 27, 2026, 2:51 p.m. |
| NER | Named-entity recognition | batch_69c702ebb7448190ae8d47fe0cbb0907 |
completed | March 27, 2026, 10:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c8b513f7d481908d2ce64d9685289c |
completed | March 29, 2026, 5:13 a.m. |
| NEDg | Description generation | batch_69c8b6f7148081908f699bd5600b6c57 |
completed | March 29, 2026, 5:21 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c8b7590ac08190ae43036828235ca7 |
completed | March 29, 2026, 5:23 a.m. |
Created at: March 27, 2026, 4:05 p.m.