Triple
T5119577
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Castelnaudary |
E115426
|
entity |
| Predicate | railwayStation |
P918
|
FINISHED |
| Object |
Gare de Castelnaudary
Gare de Castelnaudary is the main railway station serving the town of Castelnaudary in southern France, providing regional train connections along key routes in the Occitanie region.
|
E495095
|
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 Castelnaudary | Statement: [Castelnaudary, railwayStation, Gare de Castelnaudary]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gare de Castelnaudary Context triple: [Castelnaudary, railwayStation, Gare de Castelnaudary]
-
A.
Gare de Foix
Gare de Foix is the main railway station serving the town of Foix in the Ariège department of southwestern France, providing regional train connections.
-
B.
Gare de Pamiers
Gare de Pamiers is the main railway station serving the town of Pamiers in the Ariège department of southwestern France, providing regional train connections.
-
C.
Gare de Tarbes
Gare de Tarbes is the main railway station serving the town of Tarbes in southwestern France, providing regional and long-distance train connections.
-
D.
Agde station
Agde station is a railway station in the town of Agde in southern France, serving regional and long-distance passenger trains.
-
E.
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.
- 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 Castelnaudary Triple: [Castelnaudary, railwayStation, Gare de Castelnaudary]
Generated description
Gare de Castelnaudary is the main railway station serving the town of Castelnaudary in southern France, providing regional train connections along key routes in the Occitanie region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gare de Castelnaudary Target entity description: Gare de Castelnaudary is the main railway station serving the town of Castelnaudary in southern France, providing regional train connections along key routes in the Occitanie region.
-
A.
Gare de Foix
Gare de Foix is the main railway station serving the town of Foix in the Ariège department of southwestern France, providing regional train connections.
-
B.
Gare de Pamiers
Gare de Pamiers is the main railway station serving the town of Pamiers in the Ariège department of southwestern France, providing regional train connections.
-
C.
Gare de Tarbes
Gare de Tarbes is the main railway station serving the town of Tarbes in southwestern France, providing regional and long-distance train connections.
-
D.
Agde station
Agde station is a railway station in the town of Agde in southern France, serving regional and long-distance passenger trains.
-
E.
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.
- 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_69bd4442ade0819087b9461f892b206b |
completed | March 20, 2026, 12:57 p.m. |
| NER | Named-entity recognition | batch_69bd77cf6590819081488b739efae32c |
completed | March 20, 2026, 4:37 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bec4ac11e081908979b32f458a011e |
completed | March 21, 2026, 4:17 p.m. |
| NEDg | Description generation | batch_69bec51233cc8190ae5cc550c64dbd15 |
completed | March 21, 2026, 4:19 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bec5923ab48190b91744f6a04c6dcf |
completed | March 21, 2026, 4:21 p.m. |
Created at: March 20, 2026, 1:42 p.m.