Triple
T398517
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Geneva metropolitan area |
E9225
|
entity |
| Predicate | crossBorderCooperationStructure |
P10962
|
FINISHED |
| Object |
Franco-Valdo-Genevan agglomeration project
The Franco-Valdo-Genevan agglomeration project is a transnational urban planning and development initiative that coordinates land use, transport, housing, and environmental policies across the French, Vaud, and Geneva regions surrounding the city of Geneva.
|
E9225
|
NE FINISHED |
How this triple was built (5 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: Franco-Valdo-Genevan agglomeration project | Statement: [Geneva metropolitan area, crossBorderCooperationStructure, Franco-Valdo-Genevan agglomeration project]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Franco-Valdo-Genevan agglomeration project Context triple: [Geneva metropolitan area, crossBorderCooperationStructure, Franco-Valdo-Genevan agglomeration project]
-
A.
Geneva metropolitan area
The Geneva metropolitan area is the cross-border urban region centered on the city of Geneva, spanning parts of Switzerland and France and functioning as a major international, financial, and diplomatic hub.
-
B.
canton of Geneva
The canton of Geneva is the westernmost Swiss canton, encompassing the city of Geneva and serving as a major international, diplomatic, and financial hub.
-
C.
Neuchâtel
Neuchâtel is a French-speaking canton in western Switzerland known for its lakeside capital, watchmaking industry, and historic architecture.
-
D.
Conseil administratif de Genève
The Conseil administratif de Genève is the executive municipal council responsible for managing the city government and administration of Geneva, Switzerland.
-
E.
Fribourg
Fribourg is a bilingual Swiss canton in western Switzerland known for its medieval capital city and location at the cultural boundary between French- and German-speaking regions.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Franco-Valdo-Genevan agglomeration project Triple: [Geneva metropolitan area, crossBorderCooperationStructure, Franco-Valdo-Genevan agglomeration project]
Generated description
The Franco-Valdo-Genevan agglomeration project is a transnational urban planning and development initiative that coordinates land use, transport, housing, and environmental policies across the French, Vaud, and Geneva regions surrounding the city of Geneva.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Franco-Valdo-Genevan agglomeration project Target entity description: The Franco-Valdo-Genevan agglomeration project is a transnational urban planning and development initiative that coordinates land use, transport, housing, and environmental policies across the French, Vaud, and Geneva regions surrounding the city of Geneva.
-
A.
Geneva metropolitan area
chosen
The Geneva metropolitan area is the cross-border urban region centered on the city of Geneva, spanning parts of Switzerland and France and functioning as a major international, financial, and diplomatic hub.
-
B.
canton of Geneva
The canton of Geneva is the westernmost Swiss canton, encompassing the city of Geneva and serving as a major international, diplomatic, and financial hub.
-
C.
Neuchâtel
Neuchâtel is a French-speaking canton in western Switzerland known for its lakeside capital, watchmaking industry, and historic architecture.
-
D.
Conseil administratif de Genève
The Conseil administratif de Genève is the executive municipal council responsible for managing the city government and administration of Geneva, Switzerland.
-
E.
Fribourg
Fribourg is a bilingual Swiss canton in western Switzerland known for its medieval capital city and location at the cultural boundary between French- and German-speaking regions.
- F. None of above.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: crossBorderCooperationStructure Context triple: [Geneva metropolitan area, crossBorderCooperationStructure, Franco-Valdo-Genevan agglomeration project]
-
A.
borderRegime
Indicates the type, rules, or control system governing how movement or interaction is managed across a border between entities.
-
B.
borderedBy
Indicates that one entity shares a common boundary or edge with another entity.
-
C.
hasBorderCrossing
Indicates that there exists a point or facility where movement or transit is possible between the boundaries of two adjacent regions or jurisdictions.
-
D.
countryPartner
Indicates a formal partnership relationship between two countries, such as cooperation, alliance, or strategic collaboration.
-
E.
crossType
Indicates a relationship where one entity intersects, passes over, or traverses another, typically implying movement or extension across a boundary, area, or medium.
- F. None of above. chosen
Provenance (7 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_69a2e8004cb88190b92ed1add6abf41a |
completed | Feb. 28, 2026, 1:05 p.m. |
| NER | Named-entity recognition | batch_69a2ec8bcf708190b62e15806159ceb1 |
completed | Feb. 28, 2026, 1:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a40ad94f88819082f718548331037b |
completed | March 1, 2026, 9:46 a.m. |
| NEDg | Description generation | batch_69a40cdbc3d48190be0716621ded5942 |
completed | March 1, 2026, 9:54 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a40d3376648190aca839b9a56d4edd |
completed | March 1, 2026, 9:56 a.m. |
| PD | Predicate disambiguation | batch_69a2e96d17d08190878d3a68b17d51ca |
completed | Feb. 28, 2026, 1:11 p.m. |
| PDg | Predicate description generation | batch_69a2ea4545608190898436c72e10f39d |
completed | Feb. 28, 2026, 1:14 p.m. |
Created at: Feb. 28, 2026, 1:08 p.m.