Triple
T15941894
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Uzerche |
E386584
|
entity |
| Predicate | railwayLine |
P848
|
FINISHED |
| Object | Orléans–Montauban railway |
E824017
|
NE FINISHED |
How this triple was built (2 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: Orléans–Montauban railway | Statement: [Uzerche, railwayLine, Orléans–Montauban railway]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Orléans–Montauban railway Context triple: [Uzerche, railwayLine, Orléans–Montauban railway]
-
A.
Orléans–Montauban railway
chosen
The Orléans–Montauban railway is a major French rail line running roughly north–south through central France, linking the Loire Valley to the southwest and serving numerous regional cities along its route.
-
B.
Poitiers–Limoges railway
The Poitiers–Limoges railway is a French rail line connecting the cities of Poitiers and Limoges, serving as an important regional link in western-central France.
-
C.
Les Aubrais–Orléans railway
Les Aubrais–Orléans railway is a French rail line serving the Orléans area, connecting the Gare des Aubrais-Orléans with the broader national railway network.
-
D.
Angers–Saintes railway
The Angers–Saintes railway is a regional rail line in western France that connects the city of Angers to Saintes, serving intermediate towns in the Loire and Charente regions.
-
E.
Limoges–Angoulême railway
The Limoges–Angoulême railway is a rail line in southwestern France that connects the cities of Limoges and Angoulême, serving as an important regional passenger and freight route.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d86da750008190987eb26be3f6c118 |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e156ce0230819089a20114a755a75a |
completed | April 16, 2026, 9:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffb5bbc07c819098fd768e2e6b5b3e |
completed | May 9, 2026, 10:31 p.m. |
Created at: April 10, 2026, 4:53 a.m.