Triple
T12073990
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Le Puy-en-Velay railway station |
E287497
|
entity |
| Predicate | serviceOperator |
P5884
|
FINISHED |
| Object |
TER Auvergne-Rhône-Alpes
TER Auvergne-Rhône-Alpes is the regional rail network operated by SNCF that provides local passenger train services throughout the Auvergne-Rhône-Alpes region in France.
|
E9576
|
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 | Statement: [Le Puy-en-Velay railway station, serviceOperator, TER Auvergne-Rhône-Alpes]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: TER Auvergne-Rhône-Alpes Context triple: [Le Puy-en-Velay railway station, serviceOperator, TER Auvergne-Rhône-Alpes]
-
A.
Auvergne-Rhône-Alpes region
The Auvergne-Rhône-Alpes region is a large administrative region in east-central France known for its major cities like Lyon and Grenoble, diverse landscapes from the Alps to volcanic highlands, and strong industrial and agricultural economy.
-
B.
Provence-Alpes-Côte d’Azur
Provence-Alpes-Côte d’Azur is a region in southeastern France known for its Mediterranean coastline, picturesque villages, and cultural hubs such as Marseille and Nice.
-
C.
Bourgogne-Franche-Comté
Bourgogne-Franche-Comté is an administrative region in eastern France known for its historic cities, renowned Burgundy vineyards, and diverse landscapes spanning from river valleys to the Jura Mountains.
-
D.
Grand Est
Grand Est is an administrative region in northeastern France that borders Germany, Belgium, Luxembourg, and Switzerland and includes major cities such as Strasbourg, Reims, and Metz.
-
E.
Auvergne
Auvergne is a historic region in central France known for its volcanic landscapes, rural character, and Romanesque heritage.
- 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 Triple: [Le Puy-en-Velay railway station, serviceOperator, TER Auvergne-Rhône-Alpes]
Generated description
TER Auvergne-Rhône-Alpes is the regional rail network operated by SNCF that provides local passenger train services throughout the Auvergne-Rhône-Alpes region in France.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: TER Auvergne-Rhône-Alpes Target entity description: TER Auvergne-Rhône-Alpes is the regional rail network operated by SNCF that provides local passenger train services throughout the Auvergne-Rhône-Alpes region in France.
-
A.
Auvergne-Rhône-Alpes region
chosen
The Auvergne-Rhône-Alpes region is a large administrative region in east-central France known for its major cities like Lyon and Grenoble, diverse landscapes from the Alps to volcanic highlands, and strong industrial and agricultural economy.
-
B.
Provence-Alpes-Côte d’Azur
Provence-Alpes-Côte d’Azur is a region in southeastern France known for its Mediterranean coastline, picturesque villages, and cultural hubs such as Marseille and Nice.
-
C.
Bourgogne-Franche-Comté
Bourgogne-Franche-Comté is an administrative region in eastern France known for its historic cities, renowned Burgundy vineyards, and diverse landscapes spanning from river valleys to the Jura Mountains.
-
D.
Grand Est
Grand Est is an administrative region in northeastern France that borders Germany, Belgium, Luxembourg, and Switzerland and includes major cities such as Strasbourg, Reims, and Metz.
-
E.
Auvergne
Auvergne is a historic region in central France known for its volcanic landscapes, rural character, and Romanesque heritage.
- F. None of above.
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_69d6ab4846e081908ee7bbd66a6d3459 |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d9045bbc508190abf6e3316701e587 |
completed | April 10, 2026, 2:08 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6717defe48190bc63b83e2c276ebc |
completed | May 2, 2026, 9:49 p.m. |
| NEDg | Description generation | batch_69f6749c2ddc8190945270e6e5b210dd |
completed | May 2, 2026, 10:03 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f675c42fec8190b60751c0db88f3b6 |
completed | May 2, 2026, 10:08 p.m. |
Created at: April 8, 2026, 9:48 p.m.