Triple
T15293397
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Saint-Sébastien-sur-Loire |
E365586
|
entity |
| Predicate | hasTransport |
P1298
|
FINISHED |
| Object |
TER Pays de la Loire rail services
TER Pays de la Loire rail services are a regional train network in western France that connects cities and towns across the Pays de la Loire region.
|
E1148736
|
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: TER Pays de la Loire rail services | Statement: [Saint-Sébastien-sur-Loire, hasTransport, TER Pays de la Loire rail services]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: TER Pays de la Loire rail services Context triple: [Saint-Sébastien-sur-Loire, hasTransport, TER Pays de la Loire rail services]
-
A.
TER Nouvelle-Aquitaine regional trains
TER Nouvelle-Aquitaine regional trains are a regional rail service in southwestern France that connects cities, towns, and rural areas across the Nouvelle-Aquitaine region.
-
B.
TGV Nord services
TGV Nord services are high-speed train routes in northern France that connect major cities and the Channel Tunnel with Paris and other key destinations.
-
C.
TER Grand Est services
TER Grand Est services are regional train operations in France’s Grand Est region, connecting major cities and local destinations with frequent, short- to medium-distance rail links.
-
D.
SNCF western region
SNCF western region was a regional division of the French national railway company responsible for operating and managing rail services in the western part of France.
-
E.
TGV services
TGV services are France’s high-speed train operations, providing fast intercity and international rail connections across the country and beyond.
- 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: TER Pays de la Loire rail services Triple: [Saint-Sébastien-sur-Loire, hasTransport, TER Pays de la Loire rail services]
Generated description
TER Pays de la Loire rail services are a regional train network in western France that connects cities and towns across the Pays de la Loire region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: TER Pays de la Loire rail services Target entity description: TER Pays de la Loire rail services are a regional train network in western France that connects cities and towns across the Pays de la Loire region.
-
A.
TER Nouvelle-Aquitaine regional trains
TER Nouvelle-Aquitaine regional trains are a regional rail service in southwestern France that connects cities, towns, and rural areas across the Nouvelle-Aquitaine region.
-
B.
TGV Nord services
TGV Nord services are high-speed train routes in northern France that connect major cities and the Channel Tunnel with Paris and other key destinations.
-
C.
TER Grand Est services
TER Grand Est services are regional train operations in France’s Grand Est region, connecting major cities and local destinations with frequent, short- to medium-distance rail links.
-
D.
SNCF western region
SNCF western region was a regional division of the French national railway company responsible for operating and managing rail services in the western part of France.
-
E.
TGV services
TGV services are France’s high-speed train operations, providing fast intercity and international rail connections across the country and beyond.
- 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_69d85a103d9081908c1ea6c4c73ac8e3 |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e03682ea488190ac82fdbd0e855d34 |
completed | April 16, 2026, 1:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69feef7f2fc08190937226dad5fdc9c6 |
completed | May 9, 2026, 8:25 a.m. |
| NEDg | Description generation | batch_69fef20cdf108190a871a862187b692d |
completed | May 9, 2026, 8:36 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fef2763790819093f76786c5be01df |
completed | May 9, 2026, 8:38 a.m. |
Created at: April 10, 2026, 3:15 a.m.