Triple

T21739918

Position	Surface form	Disambiguated ID	Type / Status
Subject	Berne	`E536626`	entity
Predicate	isMemberOf	`P10`	FINISHED
Object	Swiss Metropolitan Areas network The Swiss Metropolitan Areas network is an association of Switzerland’s major metropolitan regions that collaborates on strategic planning, economic development, and coordinated urban policy.	`E1499948`	NE FINISHED

How this triple was built (4 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: Swiss Metropolitan Areas network | Statement: [Berne, isMemberOf, Swiss Metropolitan Areas network]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Swiss Metropolitan Areas network
Context triple: [Berne, isMemberOf, Swiss Metropolitan Areas network]

A. Lausanne urban transport network
The Lausanne urban transport network is the integrated public transit system serving Lausanne and its surrounding areas, combining metro, bus, and other services to provide urban and regional mobility.
B. National Capital Region urban network
The National Capital Region urban network is a large, interconnected metropolitan area centered on Delhi that links multiple surrounding cities and districts into a single integrated urban and economic region.
C. Swiss digital landscape model
The Swiss digital landscape model is a high-resolution, nationwide 3D representation of Switzerland’s terrain and surface features used for mapping, planning, and geospatial analysis.
D. Milan urban mobility network
The Milan urban mobility network is the integrated public transportation system of Milan, encompassing trams, buses, metro lines, and other services that connect the city and its surrounding areas.
E. Zürich city centre public spaces network
The Zürich city centre public spaces network is an interconnected system of plazas, streets, and pedestrian areas in central Zürich designed to support urban life, mobility, and public gatherings.
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: Swiss Metropolitan Areas network
Triple: [Berne, isMemberOf, Swiss Metropolitan Areas network]

Generated description

The Swiss Metropolitan Areas network is an association of Switzerland’s major metropolitan regions that collaborates on strategic planning, economic development, and coordinated urban policy.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Swiss Metropolitan Areas network
Target entity description: The Swiss Metropolitan Areas network is an association of Switzerland’s major metropolitan regions that collaborates on strategic planning, economic development, and coordinated urban policy.

A. Lausanne urban transport network
The Lausanne urban transport network is the integrated public transit system serving Lausanne and its surrounding areas, combining metro, bus, and other services to provide urban and regional mobility.
B. National Capital Region urban network
The National Capital Region urban network is a large, interconnected metropolitan area centered on Delhi that links multiple surrounding cities and districts into a single integrated urban and economic region.
C. Swiss digital landscape model
The Swiss digital landscape model is a high-resolution, nationwide 3D representation of Switzerland’s terrain and surface features used for mapping, planning, and geospatial analysis.
D. Milan urban mobility network
The Milan urban mobility network is the integrated public transportation system of Milan, encompassing trams, buses, metro lines, and other services that connect the city and its surrounding areas.
E. Zürich city centre public spaces network
The Zürich city centre public spaces network is an interconnected system of plazas, streets, and pedestrian areas in central Zürich designed to support urban life, mobility, and public gatherings.
F. None of above. chosen

Provenance (5 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_69e0c46df5448190b4322127ffc4c690`	completed	April 16, 2026, 11:13 a.m.
NER	Named-entity recognition	`batch_69f01a714c208190b96efe23ed3bf0db`	completed	April 28, 2026, 2:24 a.m.
NED1	Entity disambiguation (via context triple)	`batch_6a0a2ed6393c8190973dda40d63eb736`	completed	May 17, 2026, 9:10 p.m.
NEDg	Description generation	`batch_6a0a305abef08190ae24c97fa5a528e3`	completed	May 17, 2026, 9:17 p.m.
NED2	Entity disambiguation (via description)	`batch_6a0a30ec03808190a7f6028243e5728a`	completed	May 17, 2026, 9:19 p.m.

Created at: April 16, 2026, 6:49 p.m.