Triple
T21844639
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shumen |
E539342
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object | European Union urban network |
—
|
NE NERFINISHED |
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: European Union urban network | Statement: [Shumen, partOf, European Union urban network]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: European Union urban network Context triple: [Shumen, partOf, European Union urban network]
-
A.
Eurocities
Eurocities is a major network of large European cities that collaborates on urban policy, best practices, and advocacy at the European level.
-
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.
Trans-European transport network
The Trans-European Transport Network (TEN-T) is a European Union policy framework and planned system of integrated road, rail, air, and water transport infrastructure designed to improve connectivity and cohesion across member states.
-
D.
European Metropolitan Regions in Germany
European Metropolitan Regions in Germany are officially designated major urban agglomerations recognized for their economic, political, and cultural significance within Germany and Europe.
-
E.
European Union administrative centres
European Union administrative centres are key locations across member states that host the main political, legislative, and administrative institutions of the EU.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: European Union urban network Target entity description: The European Union urban network is a collaborative framework linking cities and towns across EU member states to promote sustainable urban development, policy coordination, and knowledge exchange.
-
A.
Eurocities
chosen
Eurocities is a major network of large European cities that collaborates on urban policy, best practices, and advocacy at the European level.
-
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.
Trans-European transport network
The Trans-European Transport Network (TEN-T) is a European Union policy framework and planned system of integrated road, rail, air, and water transport infrastructure designed to improve connectivity and cohesion across member states.
-
D.
European Metropolitan Regions in Germany
European Metropolitan Regions in Germany are officially designated major urban agglomerations recognized for their economic, political, and cultural significance within Germany and Europe.
-
E.
European Union administrative centres
European Union administrative centres are key locations across member states that host the main political, legislative, and administrative institutions of the EU.
- F. None of above.
Provenance (2 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_69e0c476c3c88190a92d08ebb59a128a |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69f0bd5398fc81909f025bcccd0f80cb |
completed | April 28, 2026, 1:59 p.m. |
Created at: April 16, 2026, 6:55 p.m.