Triple
T20008951
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Narbonne railway station |
E494535
|
entity |
| Predicate | railwayLine |
P848
|
FINISHED |
| Object | Narbonne–Bize railway |
—
|
NE NERFINISHED |
How this triple was built (3 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: Narbonne–Bize railway | Statement: [Narbonne railway station, railwayLine, Narbonne–Bize railway]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Narbonne–Bize railway Context triple: [Narbonne railway station, railwayLine, Narbonne–Bize 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.
Toulouse–Narbonne railway
The Toulouse–Narbonne railway is a major rail line in southern France that connects the city of Toulouse with the Mediterranean hub of Narbonne, serving as an important regional and national transport corridor.
-
C.
Épinal–Bussang railway
The Épinal–Bussang railway is a regional rail line in northeastern France that historically connected the city of Épinal to the Vosges mountain area near Bussang.
-
D.
Miramas–L'Estaque railway
The Miramas–L'Estaque railway is a coastal rail line in southern France that connects towns along the Mediterranean between Miramas and L'Estaque, serving as part of the regional transport network near Marseille.
-
E.
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.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Narbonne–Bize railway Target entity description: The Narbonne–Bize railway is a regional rail line in southern France that connects the city of Narbonne with the area around Bize, serving local passenger and freight transport.
-
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.
Toulouse–Narbonne railway
The Toulouse–Narbonne railway is a major rail line in southern France that connects the city of Toulouse with the Mediterranean hub of Narbonne, serving as an important regional and national transport corridor.
-
C.
Épinal–Bussang railway
The Épinal–Bussang railway is a regional rail line in northeastern France that historically connected the city of Épinal to the Vosges mountain area near Bussang.
-
D.
Miramas–L'Estaque railway
The Miramas–L'Estaque railway is a coastal rail line in southern France that connects towns along the Mediterranean between Miramas and L'Estaque, serving as part of the regional transport network near Marseille.
-
E.
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.
- F. None of above. chosen
Provenance (2 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_69da626b2d748190886981ea90c8b2ea |
completed | April 11, 2026, 3:02 p.m. |
| NER | Named-entity recognition | batch_69e661a7500481908b69f74e479f88c8 |
completed | April 20, 2026, 5:25 p.m. |
Created at: April 11, 2026, 3:33 p.m.