Triple
T8339603
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Langeac |
E195876
|
entity |
| Predicate | hasRailwayStation |
P918
|
FINISHED |
| Object |
Gare de Langeac
Gare de Langeac is a regional railway station serving the town of Langeac in the Haute-Loire department of south-central France.
|
E727934
|
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 Langeac | Statement: [Langeac, hasRailwayStation, Gare de Langeac]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gare de Langeac Context triple: [Langeac, hasRailwayStation, Gare de Langeac]
-
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 Bellegarde
Gare de Bellegarde is a regional and international railway station in eastern France that serves as a key junction on routes between Lyon, Geneva, and the Jura region.
-
C.
Gare de Guéret
Gare de Guéret is the main railway station serving the town of Guéret in the Creuse department of central France, providing regional train connections to surrounding cities.
-
D.
Gare de Pont-Cardinet
Gare de Pont-Cardinet is a railway station in northwestern Paris serving suburban and regional commuter trains.
-
E.
Gare d'Enghien-les-Bains
Gare d'Enghien-les-Bains is a suburban railway station in the northern outskirts of Paris, serving the town of Enghien-les-Bains and nearby communes with regional Transilien train services.
- 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 Langeac Triple: [Langeac, hasRailwayStation, Gare de Langeac]
Generated description
Gare de Langeac is a regional railway station serving the town of Langeac in the Haute-Loire department of south-central France.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gare de Langeac Target entity description: Gare de Langeac is a regional railway station serving the town of Langeac in the Haute-Loire department of south-central France.
-
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 Bellegarde
Gare de Bellegarde is a regional and international railway station in eastern France that serves as a key junction on routes between Lyon, Geneva, and the Jura region.
-
C.
Gare de Guéret
Gare de Guéret is the main railway station serving the town of Guéret in the Creuse department of central France, providing regional train connections to surrounding cities.
-
D.
Gare de Pont-Cardinet
Gare de Pont-Cardinet is a railway station in northwestern Paris serving suburban and regional commuter trains.
-
E.
Gare d'Enghien-les-Bains
Gare d'Enghien-les-Bains is a suburban railway station in the northern outskirts of Paris, serving the town of Enghien-les-Bains and nearby communes with regional Transilien train services.
- 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_69ca82ecbdc481908a55cad8ca062d88 |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cb7fd7a3888190b54306ed862aded4 |
completed | March 31, 2026, 8:03 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cdc7237aa0819092b3679a318223ba |
completed | April 2, 2026, 1:32 a.m. |
| NEDg | Description generation | batch_69cdcc8439cc8190b00ce9b0781d0544 |
completed | April 2, 2026, 1:55 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cdcdd1a0c08190aa15e665a38945e7 |
completed | April 2, 2026, 2 a.m. |
Created at: March 30, 2026, 5:57 p.m.