Triple
T4729957
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ussel |
E104980
|
entity |
| Predicate | hasRailwayStation |
P918
|
FINISHED |
| Object |
Ussel railway station
Ussel railway station is a regional train station in Ussel, France, serving as a local transport hub for passenger rail services in the area.
|
E465116
|
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: Ussel railway station | Statement: [Ussel, hasRailwayStation, Ussel railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ussel railway station Context triple: [Ussel, hasRailwayStation, Ussel railway station]
-
A.
Alès railway station
Alès railway station is the main train station serving the town of Alès in southern France, providing regional rail connections within the Occitanie region.
-
B.
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.
-
C.
Lyon-Gorge-de-Loup station
Lyon-Gorge-de-Loup station is a transport hub in Lyon, France, serving as a key interchange between regional rail and the city’s metro and bus networks.
-
D.
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.
-
E.
Castelsarrasin station
Castelsarrasin station is a regional railway station in southwestern France that serves the town of Castelsarrasin with local and 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: Ussel railway station Triple: [Ussel, hasRailwayStation, Ussel railway station]
Generated description
Ussel railway station is a regional train station in Ussel, France, serving as a local transport hub for passenger rail services in the area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ussel railway station Target entity description: Ussel railway station is a regional train station in Ussel, France, serving as a local transport hub for passenger rail services in the area.
-
A.
Alès railway station
Alès railway station is the main train station serving the town of Alès in southern France, providing regional rail connections within the Occitanie region.
-
B.
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.
-
C.
Lyon-Gorge-de-Loup station
Lyon-Gorge-de-Loup station is a transport hub in Lyon, France, serving as a key interchange between regional rail and the city’s metro and bus networks.
-
D.
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.
-
E.
Castelsarrasin station
Castelsarrasin station is a regional railway station in southwestern France that serves the town of Castelsarrasin with local and 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_69bd43ee52048190b81a4f066534ffb3 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd646135c881909030c21a163cc619 |
completed | March 20, 2026, 3:14 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be10a4bc0481908935278afb13503d |
completed | March 21, 2026, 3:29 a.m. |
| NEDg | Description generation | batch_69be13d99f9881908dd19dd40ac87a6d |
completed | March 21, 2026, 3:43 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be143ea2108190941294255bc4679c |
completed | March 21, 2026, 3:45 a.m. |
Created at: March 20, 2026, 1:19 p.m.