Triple
T3890363
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | TGV Atlantique trainset |
E88045
|
entity |
| Predicate | primaryRouteDirection |
P13659
|
FINISHED |
| Object | western France |
E74164
|
NE FINISHED |
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: western France | Statement: [TGV Atlantique trainset, primaryRouteDirection, western France]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: western France Context triple: [TGV Atlantique trainset, primaryRouteDirection, western France]
-
A.
Western France
chosen
Western France is the Atlantic-facing part of France known for its coastal landscapes, maritime climate, and historic regions such as Brittany and Pays de la Loire.
-
B.
northern France
Northern France is a broad geographic region of France that includes areas around Paris and other northern territories, known for its historical cities, cultural heritage, and varied landscapes.
-
C.
Southern France
Southern France is a culturally rich and geographically diverse region known for its Mediterranean coastline, historic cities, and renowned cuisine and wine.
-
D.
southwestern France
Southwestern France is a broad region of France known for its Atlantic coastline, historic cities like Bordeaux and Toulouse, renowned wine and cuisine, and diverse landscapes ranging from beaches to the Pyrenees mountains.
-
E.
eastern France
Eastern France is the region of France bordering countries like Germany, Switzerland, and Belgium, historically significant as a strategic frontier and site of major fortifications and conflicts.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: primaryRouteDirection Context triple: [TGV Atlantique trainset, primaryRouteDirection, western France]
-
A.
primaryRoute
Indicates that one route is designated as the main or preferred path among possible alternatives between locations.
-
B.
primaryDirection
chosen
Indicates the main or dominant directional orientation associated with an entity or relation.
-
C.
transportDirection
Indicates the directional flow or route along which something is transported from an origin toward a destination.
-
D.
primaryCorridorServed
Indicates that a corridor is the main route or pathway served by a given service, facility, or entity.
-
E.
isMostCommonRouteTo
Indicates that one route is the most frequently used or typical way to reach a particular destination or outcome compared to all other possible routes.
- F. None of above.
Provenance (4 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_69aed9466d548190939f5217a23ed4ac |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aeecb0ba448190aa076865b7762002 |
completed | March 9, 2026, 3:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5db6b01e48190a2e02597347f3348 |
completed | March 14, 2026, 10:04 p.m. |
| PD | Predicate disambiguation | batch_69aee759609c8190985e96ec6d96dedd |
completed | March 9, 2026, 3:29 p.m. |
Created at: March 9, 2026, 3:21 p.m.