Triple
T9488821
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nevers railway station |
E228828
|
entity |
| Predicate | hasAdjacentDepot |
P88401
|
FINISHED |
| Object |
Nevers railway depot
Nevers railway depot is a railway maintenance and stabling facility in Nevers, France, serving trains operating through the Nevers railway station.
|
E801763
|
NE FINISHED |
How this triple was built (5 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: Nevers railway depot | Statement: [Nevers railway station, hasAdjacentDepot, Nevers railway depot]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nevers railway depot Context triple: [Nevers railway station, hasAdjacentDepot, Nevers railway depot]
-
A.
Nevers railway station
Nevers railway station is a significant regional rail hub in central France, serving as an important stop on long-distance routes between Paris and Lyon.
-
B.
Valmondois station
Valmondois station is a railway terminus in Valmondois, France, serving as the endpoint of Île-de-France tram-train Line H services in the northern suburbs of Paris.
-
C.
Nice-Ville railway station
Nice-Ville railway station is the main railway hub of Nice, France, serving regional and long-distance trains on the French Riviera.
-
D.
Modane railway station
Modane railway station is a key French rail hub in the Savoie region, serving the town of Modane and acting as an important transit point on the route between France and Italy through the Fréjus Rail Tunnel.
-
E.
Gare de Sens
Gare de Sens is the main railway station serving the town of Sens in north-central France, providing regional and intercity 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: Nevers railway depot Triple: [Nevers railway station, hasAdjacentDepot, Nevers railway depot]
Generated description
Nevers railway depot is a railway maintenance and stabling facility in Nevers, France, serving trains operating through the Nevers railway station.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Nevers railway depot Target entity description: Nevers railway depot is a railway maintenance and stabling facility in Nevers, France, serving trains operating through the Nevers railway station.
-
A.
Nevers railway station
Nevers railway station is a significant regional rail hub in central France, serving as an important stop on long-distance routes between Paris and Lyon.
-
B.
Valmondois station
Valmondois station is a railway terminus in Valmondois, France, serving as the endpoint of Île-de-France tram-train Line H services in the northern suburbs of Paris.
-
C.
Nice-Ville railway station
Nice-Ville railway station is the main railway hub of Nice, France, serving regional and long-distance trains on the French Riviera.
-
D.
Modane railway station
Modane railway station is a key French rail hub in the Savoie region, serving the town of Modane and acting as an important transit point on the route between France and Italy through the Fréjus Rail Tunnel.
-
E.
Gare de Sens
Gare de Sens is the main railway station serving the town of Sens in north-central France, providing regional and intercity train connections.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasAdjacentDepot Context triple: [Nevers railway station, hasAdjacentDepot, Nevers railway depot]
-
A.
hasAdjacentSettlement
Indicates that one settlement is located directly next to or bordering another settlement.
-
B.
hasAdjacentStationOnAC
Indicates that one station is directly next to another station along the AC line or route.
-
C.
hasAdjacentStationOnIND
Indicates that one station is directly next to another station on the IND (Independent Subway System) line, with no other stations in between.
-
D.
isAdjacentTo
Indicates that one entity is directly next to or bordering another without anything of the same type in between.
-
E.
hasAdjacentStationOnU7
Indicates that one station is directly next to another station along the U7 line.
- F. None of above. chosen
Provenance (7 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_69ca847424f081908180305555139f7a |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cd80c5a05c8190b97d34f010e60ca1 |
completed | April 1, 2026, 8:32 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d12d18fd908190b562fa0a8dad7c63 |
completed | April 4, 2026, 3:24 p.m. |
| NEDg | Description generation | batch_69d12da44d7c8190afb11ae3009a79e5 |
completed | April 4, 2026, 3:26 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d12e1459348190aed583b2364a53dd |
completed | April 4, 2026, 3:28 p.m. |
| PD | Predicate disambiguation | batch_69cca561e6b0819090aa795f3c3a2083 |
completed | April 1, 2026, 4:56 a.m. |
| PDg | Predicate description generation | batch_69cca89d0f0c8190b4528990fe708fca |
completed | April 1, 2026, 5:09 a.m. |
Created at: March 30, 2026, 7:55 p.m.