Triple
T4368433
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chalonnes-sur-Loire |
E98834
|
entity |
| Predicate | hasTransport |
P1298
|
FINISHED |
| Object |
Chalonnes-sur-Loire railway station
Chalonnes-sur-Loire railway station is a local French train station serving the town of Chalonnes-sur-Loire in the Maine-et-Loire department of western France.
|
E433831
|
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: Chalonnes-sur-Loire railway station | Statement: [Chalonnes-sur-Loire, hasTransport, Chalonnes-sur-Loire railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chalonnes-sur-Loire railway station Context triple: [Chalonnes-sur-Loire, hasTransport, Chalonnes-sur-Loire railway station]
-
A.
Gare de Châteauroux
Gare de Châteauroux is the main railway station serving the town of Châteauroux in central France, providing regional and intercity train connections.
-
B.
Montluçon-Ville railway station
Montluçon-Ville railway station is the main passenger rail hub serving the town of Montluçon in central France, providing regional train connections to surrounding cities and areas.
-
C.
Chartres station
Chartres station is a railway station in Chartres, France, serving as a regional hub with connections to Paris and other destinations in the Centre-Val de Loire region.
-
D.
Roanne railway station
Roanne railway station is the main passenger rail hub serving the town of Roanne in central France, providing regional and intercity train connections.
-
E.
Gare de Saint-Pierre-des-Corps
Gare de Saint-Pierre-des-Corps is a major railway junction in central France that serves as the principal high-speed and regional rail hub for the Tours area.
- 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: Chalonnes-sur-Loire railway station Triple: [Chalonnes-sur-Loire, hasTransport, Chalonnes-sur-Loire railway station]
Generated description
Chalonnes-sur-Loire railway station is a local French train station serving the town of Chalonnes-sur-Loire in the Maine-et-Loire department of western France.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Chalonnes-sur-Loire railway station Target entity description: Chalonnes-sur-Loire railway station is a local French train station serving the town of Chalonnes-sur-Loire in the Maine-et-Loire department of western France.
-
A.
Gare de Châteauroux
Gare de Châteauroux is the main railway station serving the town of Châteauroux in central France, providing regional and intercity train connections.
-
B.
Montluçon-Ville railway station
Montluçon-Ville railway station is the main passenger rail hub serving the town of Montluçon in central France, providing regional train connections to surrounding cities and areas.
-
C.
Chartres station
Chartres station is a railway station in Chartres, France, serving as a regional hub with connections to Paris and other destinations in the Centre-Val de Loire region.
-
D.
Roanne railway station
Roanne railway station is the main passenger rail hub serving the town of Roanne in central France, providing regional and intercity train connections.
-
E.
Gare de Saint-Pierre-des-Corps
Gare de Saint-Pierre-des-Corps is a major railway junction in central France that serves as the principal high-speed and regional rail hub for the Tours area.
- 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_69b3454db3708190aeafd814413c4c3d |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b352034d3881909ed4b2f9eef5e823 |
completed | March 12, 2026, 11:53 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5dbcec90881908fe83c83119d99fe |
completed | March 14, 2026, 10:06 p.m. |
| NEDg | Description generation | batch_69b5dc3e4c488190a06421cdb3b168c3 |
completed | March 14, 2026, 10:07 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5e0432bfc8190b18bbe918de1f297 |
completed | March 14, 2026, 10:25 p.m. |
Created at: March 12, 2026, 11:17 p.m.