Triple
T12073987
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Le Puy-en-Velay railway station |
E287497
|
entity |
| Predicate | railwayLine |
P848
|
FINISHED |
| Object |
Le Puy–Saint-Georges-d'Aurac railway
The Le Puy–Saint-Georges-d'Aurac railway is a regional rail line in south-central France that connects the town of Le Puy-en-Velay to the main railway junction at Saint-Georges-d'Aurac.
|
E965986
|
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: Le Puy–Saint-Georges-d'Aurac railway | Statement: [Le Puy-en-Velay railway station, railwayLine, Le Puy–Saint-Georges-d'Aurac railway]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Le Puy–Saint-Georges-d'Aurac railway Context triple: [Le Puy-en-Velay railway station, railwayLine, Le Puy–Saint-Georges-d'Aurac railway]
-
A.
Béziers–Neussargues railway
The Béziers–Neussargues railway is a French rail line crossing the Massif Central, noted for its dramatic mountain scenery and engineering works such as the Garabit Viaduct.
-
B.
Limoges–Ussel railway
The Limoges–Ussel railway is a regional rail line in central France that connects the city of Limoges with the town of Ussel across the Limousin and Auvergne regions.
-
C.
Lison–Lamballe railway
The Lison–Lamballe railway is a regional rail line in northwestern France that connects towns in Normandy and Brittany, serving both passenger and local freight traffic.
-
D.
Maurienne railway line
The Maurienne railway line is a major rail route through the Maurienne Valley in the French Alps, forming part of a key international corridor between France and Italy.
-
E.
Brive–Ussel railway
The Brive–Ussel railway is a regional rail line in central France that connects the town of Brive-la-Gaillarde with Ussel, serving as an important link across the Corrèze department.
- 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: Le Puy–Saint-Georges-d'Aurac railway Triple: [Le Puy-en-Velay railway station, railwayLine, Le Puy–Saint-Georges-d'Aurac railway]
Generated description
The Le Puy–Saint-Georges-d'Aurac railway is a regional rail line in south-central France that connects the town of Le Puy-en-Velay to the main railway junction at Saint-Georges-d'Aurac.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Le Puy–Saint-Georges-d'Aurac railway Target entity description: The Le Puy–Saint-Georges-d'Aurac railway is a regional rail line in south-central France that connects the town of Le Puy-en-Velay to the main railway junction at Saint-Georges-d'Aurac.
-
A.
Béziers–Neussargues railway
The Béziers–Neussargues railway is a French rail line crossing the Massif Central, noted for its dramatic mountain scenery and engineering works such as the Garabit Viaduct.
-
B.
Limoges–Ussel railway
The Limoges–Ussel railway is a regional rail line in central France that connects the city of Limoges with the town of Ussel across the Limousin and Auvergne regions.
-
C.
Lison–Lamballe railway
The Lison–Lamballe railway is a regional rail line in northwestern France that connects towns in Normandy and Brittany, serving both passenger and local freight traffic.
-
D.
Maurienne railway line
The Maurienne railway line is a major rail route through the Maurienne Valley in the French Alps, forming part of a key international corridor between France and Italy.
-
E.
Brive–Ussel railway
The Brive–Ussel railway is a regional rail line in central France that connects the town of Brive-la-Gaillarde with Ussel, serving as an important link across the Corrèze department.
- 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_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_69f5f65ed5908190a0082796366a8825 |
completed | May 2, 2026, 1:04 p.m. |
| NEDg | Description generation | batch_69f600b51f488190a85a8f10f190b3c0 |
completed | May 2, 2026, 1:48 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f601ef0a9c8190ac922562a8856def |
completed | May 2, 2026, 1:53 p.m. |
Created at: April 8, 2026, 9:48 p.m.