Triple
T12211581
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Souillac |
E290973
|
entity |
| Predicate | hasTransport |
P1298
|
FINISHED |
| Object |
Souillac railway station
Souillac railway station is a regional train station in Souillac, France, serving as a local stop on the railway network in the Lot department of southwestern France.
|
E969450
|
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: Souillac railway station | Statement: [Souillac, hasTransport, Souillac railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Souillac railway station Context triple: [Souillac, hasTransport, Souillac railway station]
-
A.
Agde station
Agde station is a railway station in the town of Agde in southern France, serving regional and long-distance passenger trains.
-
B.
Angoulême railway station
Angoulême railway station is a major rail hub in southwestern France that serves the city of Angoulême with regional and high-speed TGV connections.
-
C.
Loulé railway station
Loulé railway station is a regional train station in the Algarve region of southern Portugal, serving the town of Loulé and nearby coastal tourist areas.
-
D.
Brive-la-Gaillarde railway station
Brive-la-Gaillarde railway station is a major regional rail hub in central France, providing passenger services that connect the town of Brive-la-Gaillarde with numerous destinations across the country.
-
E.
Le Puy-en-Velay railway station
Le Puy-en-Velay railway station is the main train station serving the town of Le Puy-en-Velay in south-central France, providing regional rail connections for passengers traveling to and from the 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: Souillac railway station Triple: [Souillac, hasTransport, Souillac railway station]
Generated description
Souillac railway station is a regional train station in Souillac, France, serving as a local stop on the railway network in the Lot department of southwestern France.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Souillac railway station Target entity description: Souillac railway station is a regional train station in Souillac, France, serving as a local stop on the railway network in the Lot department of southwestern France.
-
A.
Agde station
Agde station is a railway station in the town of Agde in southern France, serving regional and long-distance passenger trains.
-
B.
Angoulême railway station
Angoulême railway station is a major rail hub in southwestern France that serves the city of Angoulême with regional and high-speed TGV connections.
-
C.
Loulé railway station
Loulé railway station is a regional train station in the Algarve region of southern Portugal, serving the town of Loulé and nearby coastal tourist areas.
-
D.
Brive-la-Gaillarde railway station
Brive-la-Gaillarde railway station is a major regional rail hub in central France, providing passenger services that connect the town of Brive-la-Gaillarde with numerous destinations across the country.
-
E.
Le Puy-en-Velay railway station
Le Puy-en-Velay railway station is the main train station serving the town of Le Puy-en-Velay in south-central France, providing regional rail connections for passengers traveling to and from the 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_69d6ab65923081909acfc61b7a612233 |
completed | April 8, 2026, 7:24 p.m. |
| NER | Named-entity recognition | batch_69d91c915f548190b34a743f0a3bb51a |
completed | April 10, 2026, 3:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f60a9f45108190a814cdca52e77b5e |
completed | May 2, 2026, 2:30 p.m. |
| NEDg | Description generation | batch_69f60bdca250819090b4b4cc84d343f4 |
completed | May 2, 2026, 2:36 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f60cd51d34819099927fee476958ea |
completed | May 2, 2026, 2:40 p.m. |
Created at: April 8, 2026, 9:51 p.m.