Triple
T20057128
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lunéville railway station |
E499366
|
entity |
| Predicate | railwayLine |
P848
|
FINISHED |
| Object | Lunéville–Blâmont–Badonviller 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: Lunéville–Blâmont–Badonviller railway | Statement: [Lunéville railway station, railwayLine, Lunéville–Blâmont–Badonviller railway]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lunéville–Blâmont–Badonviller railway Context triple: [Lunéville railway station, railwayLine, Lunéville–Blâmont–Badonviller railway]
-
A.
Lunéville–Saint-Dié railway
The Lunéville–Saint-Dié railway is a regional rail line in northeastern France that connects the town of Lunéville with Saint-Dié-des-Vosges through the Lorraine region.
-
B.
Metz–Thionville railway
The Metz–Thionville railway is a key rail line in northeastern France that connects the cities of Metz and Thionville, serving as an important regional and cross-border transport corridor.
-
C.
Valenciennes–Thionville railway
The Valenciennes–Thionville railway is a major French rail line in northern and eastern France that connects the industrial city of Valenciennes to Thionville near the Luxembourg border, serving both passenger and freight traffic.
-
D.
Luxembourg–Thionville railway line
The Luxembourg–Thionville railway line is an international rail route connecting Luxembourg City with Thionville in northeastern France, serving as a key commuter and cross-border transport corridor.
-
E.
Verdun–Montmédy railway
The Verdun–Montmédy railway is a regional rail line in northeastern France that connects the historic town of Verdun with Montmédy, serving both passenger and freight traffic.
- 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: Lunéville–Blâmont–Badonviller railway Target entity description: The Lunéville–Blâmont–Badonviller railway was a regional French railway line in northeastern France that connected the town of Lunéville with the smaller communities of Blâmont and Badonviller.
-
A.
Lunéville–Saint-Dié railway
The Lunéville–Saint-Dié railway is a regional rail line in northeastern France that connects the town of Lunéville with Saint-Dié-des-Vosges through the Lorraine region.
-
B.
Metz–Thionville railway
The Metz–Thionville railway is a key rail line in northeastern France that connects the cities of Metz and Thionville, serving as an important regional and cross-border transport corridor.
-
C.
Valenciennes–Thionville railway
The Valenciennes–Thionville railway is a major French rail line in northern and eastern France that connects the industrial city of Valenciennes to Thionville near the Luxembourg border, serving both passenger and freight traffic.
-
D.
Luxembourg–Thionville railway line
The Luxembourg–Thionville railway line is an international rail route connecting Luxembourg City with Thionville in northeastern France, serving as a key commuter and cross-border transport corridor.
-
E.
Verdun–Montmédy railway
The Verdun–Montmédy railway is a regional rail line in northeastern France that connects the historic town of Verdun with Montmédy, serving both passenger and freight traffic.
- 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_69da6276bcf48190aabbf279192a5fb4 |
completed | April 11, 2026, 3:02 p.m. |
| NER | Named-entity recognition | batch_69e663337d0c8190b82422802396cd67 |
completed | April 20, 2026, 5:32 p.m. |
Created at: April 11, 2026, 3:38 p.m.