Triple
T10121033
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Northwestern Switzerland |
E223287
|
entity |
| Predicate | hasCrossBorderRegion |
P31352
|
FINISHED |
| Object |
Regio TriRhena
Regio TriRhena is a cross-border European region centered around the Upper Rhine area where Switzerland, France, and Germany meet, fostering transnational cooperation in areas such as economy, transport, and culture.
|
E842523
|
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: Regio TriRhena | Statement: [Northwestern Switzerland, hasCrossBorderRegion, Regio TriRhena]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Regio TriRhena Context triple: [Northwestern Switzerland, hasCrossBorderRegion, Regio TriRhena]
-
A.
Franconia
Franconia is a suburban community in Fairfax County, Northern Virginia, known for its residential neighborhoods and proximity to Washington, D.C.
-
B.
Franconia
Franconia is a historical region in northern Bavaria, Germany, known for its medieval towns, rich cultural heritage, and distinct Franconian identity within the German-speaking world.
-
C.
Saar
The Saar is a river in western Europe that flows through northeastern France and western Germany, giving its name to the German state of Saarland.
-
D.
Saar
Saar was a short-lived postwar German protectorate that competed independently in international events, including the Olympics, before rejoining West Germany.
-
E.
Donau-Ries
Donau-Ries is a rural district in the Bavarian region of Swabia in southern Germany, known for its historic towns and scenic landscapes along the Danube and Ries crater area.
- 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: Regio TriRhena Triple: [Northwestern Switzerland, hasCrossBorderRegion, Regio TriRhena]
Generated description
Regio TriRhena is a cross-border European region centered around the Upper Rhine area where Switzerland, France, and Germany meet, fostering transnational cooperation in areas such as economy, transport, and culture.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Regio TriRhena Target entity description: Regio TriRhena is a cross-border European region centered around the Upper Rhine area where Switzerland, France, and Germany meet, fostering transnational cooperation in areas such as economy, transport, and culture.
-
A.
Franconia
Franconia is a historical region in northern Bavaria, Germany, known for its medieval towns, rich cultural heritage, and distinct Franconian identity within the German-speaking world.
-
B.
Franconia
Franconia is a suburban community in Fairfax County, Northern Virginia, known for its residential neighborhoods and proximity to Washington, D.C.
-
C.
Saar
The Saar is a river in western Europe that flows through northeastern France and western Germany, giving its name to the German state of Saarland.
-
D.
Saar
Saar was a short-lived postwar German protectorate that competed independently in international events, including the Olympics, before rejoining West Germany.
-
E.
Donau-Ries
Donau-Ries is a rural district in the Bavarian region of Swabia in southern Germany, known for its historic towns and scenic landscapes along the Danube and Ries crater area.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasCrossBorderRegion Context triple: [Northwestern Switzerland, hasCrossBorderRegion, Regio TriRhena]
-
A.
crossBorderRegion
chosen
Indicates a region that spans or intersects the boundary between two or more distinct territorial or jurisdictional areas.
-
B.
hasCrossBorderInteraction
Indicates that there is an interaction, activity, or relationship occurring between entities located in different countries or jurisdictions.
-
C.
hasCrossBorderManagement
Indicates that an entity exercises management or control over operations, assets, or activities that extend across national borders.
-
D.
hasBorderCrossing
Indicates that there exists a point or facility where movement or transit is possible between the boundaries of two adjacent regions or jurisdictions.
-
E.
servesCrossBorderArea
Indicates that a service, activity, or function extends beyond a single jurisdiction and operates across national or regional borders.
- F. None of above.
Provenance (6 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_69ca8422047c81909d66b717b8b18cf3 |
completed | March 30, 2026, 2:09 p.m. |
| NER | Named-entity recognition | batch_69cdd266b18c8190b35fe637c912e756 |
completed | April 2, 2026, 2:20 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d2cc493db88190b3b09a77b82b3cc9 |
completed | April 5, 2026, 8:55 p.m. |
| NEDg | Description generation | batch_69d2cd901c148190afb27759cc176f89 |
completed | April 5, 2026, 9:01 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d2ce6da82081908ca6b3621971ca9a |
completed | April 5, 2026, 9:04 p.m. |
| PD | Predicate disambiguation | batch_69cd4ba1d360819087698d04a53cc87e |
completed | April 1, 2026, 4:45 p.m. |
Created at: March 30, 2026, 9:04 p.m.