Triple
T14336947
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | French-Belgian border region |
E355488
|
entity |
| Predicate | includesFrenchAdministrativeRegion |
P11466
|
FINISHED |
| Object | Hauts-de-France |
E47141
|
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: Hauts-de-France | Statement: [French-Belgian border region, includesFrenchAdministrativeRegion, Hauts-de-France]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hauts-de-France Context triple: [French-Belgian border region, includesFrenchAdministrativeRegion, Hauts-de-France]
-
A.
Hauts-de-France
chosen
Hauts-de-France is a region in northern France known for its industrial heritage, coastal areas along the English Channel, and proximity to Belgium and the United Kingdom.
-
B.
Nouvelle-Aquitaine
Nouvelle-Aquitaine is the largest administrative region of France, located in the southwest and known for its Atlantic coastline, wine regions like Bordeaux, and diverse cultural and natural landscapes.
-
C.
Île-de-France region
Île-de-France is the most populous and economically significant region of France, encompassing Paris and its surrounding metropolitan area.
-
D.
Pays de la Loire
Pays de la Loire is a region in western France known for its Atlantic coastline, historic cities like Nantes and Angers, and numerous Loire Valley châteaux.
-
E.
Grand Est
Grand Est is an administrative region in northeastern France that borders Germany, Belgium, Luxembourg, and Switzerland and includes major cities such as Strasbourg, Reims, and Metz.
- 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: includesFrenchAdministrativeRegion Context triple: [French-Belgian border region, includesFrenchAdministrativeRegion, Hauts-de-France]
-
A.
mainFrenchBorderDepartments
Indicates that the referenced departments are the primary administrative regions of France that share a land border with neighboring countries.
-
B.
hasFrenchSector
chosen
Indicates that an entity includes, controls, or is associated with a sector or area designated as French.
-
C.
primaryFrenchDestination
Indicates that one entity is the main or most significant travel destination in France for another entity.
-
D.
isFrancophoneCounterpartOf
Indicates that one entity serves as the French-speaking or French-language equivalent or counterpart of another entity.
-
E.
typeDeCollectivité
Indicates the specific category or kind of collectivity (such as an administrative or organizational grouping) to which an entity belongs.
- 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_69d8278fa2108190bc0d0e7939c1eb03 |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de8c2241e48190a0c626b3d741966a |
completed | April 14, 2026, 6:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd54fa19c081908e6467ee7b79f02a |
completed | May 8, 2026, 3:14 a.m. |
| PD | Predicate disambiguation | batch_69de2a9958e881909d03ac03f135163e |
completed | April 14, 2026, 11:52 a.m. |
Created at: April 10, 2026, 1:14 a.m.