Triple
T18122637
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bourg-en-Bresse railway station |
E433779
|
entity |
| Predicate | fareZoneSystem |
P395
|
FINISHED |
| Object |
TER Auvergne-Rhône-Alpes fare network
The TER Auvergne-Rhône-Alpes fare network is the regional ticketing and pricing system for local and regional trains across the Auvergne-Rhône-Alpes region in France.
|
E1307023
|
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 Auvergne-Rhône-Alpes fare network | Statement: [Bourg-en-Bresse railway station, fareZoneSystem, TER Auvergne-Rhône-Alpes fare network]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: TER Auvergne-Rhône-Alpes fare network Context triple: [Bourg-en-Bresse railway station, fareZoneSystem, TER Auvergne-Rhône-Alpes fare network]
-
A.
Provence-Alpes-Côte d'Azur regional rail network
The Provence-Alpes-Côte d'Azur regional rail network is a French regional train system serving cities, towns, and coastal areas across the Provence-Alpes-Côte d'Azur region in southeastern France.
-
B.
Île-de-France public transport network
The Île-de-France public transport network is the extensive, integrated system of trains, metros, trams, and buses serving Paris and its surrounding region.
-
C.
Île-de-France rail network
The Île-de-France rail network is the extensive regional passenger rail system serving Paris and its surrounding suburbs, integrating commuter, metro, and express lines across the greater Paris metropolitan area.
-
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.
Lyon–Grenoble axis
The Lyon–Grenoble axis is a major urban and economic corridor in southeastern France linking the metropolitan areas of Lyon and Grenoble through a chain of intermediate towns and infrastructure.
- 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 Auvergne-Rhône-Alpes fare network Triple: [Bourg-en-Bresse railway station, fareZoneSystem, TER Auvergne-Rhône-Alpes fare network]
Generated description
The TER Auvergne-Rhône-Alpes fare network is the regional ticketing and pricing system for local and regional trains across the Auvergne-Rhône-Alpes region in France.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: TER Auvergne-Rhône-Alpes fare network Target entity description: The TER Auvergne-Rhône-Alpes fare network is the regional ticketing and pricing system for local and regional trains across the Auvergne-Rhône-Alpes region in France.
-
A.
Provence-Alpes-Côte d'Azur regional rail network
The Provence-Alpes-Côte d'Azur regional rail network is a French regional train system serving cities, towns, and coastal areas across the Provence-Alpes-Côte d'Azur region in southeastern France.
-
B.
Île-de-France public transport network
The Île-de-France public transport network is the extensive, integrated system of trains, metros, trams, and buses serving Paris and its surrounding region.
-
C.
Île-de-France rail network
The Île-de-France rail network is the extensive regional passenger rail system serving Paris and its surrounding suburbs, integrating commuter, metro, and express lines across the greater Paris metropolitan area.
-
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.
Lyon–Grenoble axis
The Lyon–Grenoble axis is a major urban and economic corridor in southeastern France linking the metropolitan areas of Lyon and Grenoble through a chain of intermediate towns and infrastructure.
- 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_69d8b909e8cc81908df4cc2b8ea6d11f |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e4ddeb2d7881909326cb9d2f5e2fb5 |
completed | April 19, 2026, 1:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a037c4590108190b30a4f90aea27301 |
completed | May 12, 2026, 7:15 p.m. |
| NEDg | Description generation | batch_6a037cfd596481909d0c361a11185194 |
completed | May 12, 2026, 7:18 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a037e7bbd1c8190a88f57cdf5bf30f5 |
completed | May 12, 2026, 7:24 p.m. |
Created at: April 10, 2026, 10:28 a.m.