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.