Triple
T12408389
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Forbach |
E296447
|
entity |
| Predicate | borderRegion |
P12818
|
FINISHED |
| Object | Franco-German border area |
E119984
|
NE FINISHED |
How this triple was built (2 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-German border area | Statement: [Forbach, borderRegion, Franco-German border area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Franco-German border area Context triple: [Forbach, borderRegion, Franco-German border area]
-
A.
Franco-German border
chosen
The Franco-German border is the international boundary separating France and Germany, running largely along the Rhine and historically central to European political and cultural relations.
-
B.
French-Belgian border region
The French-Belgian border region is a historically contested frontier zone between France and Belgium, marked by shifting borders, fortified towns, and significant battlefields such as Malplaquet.
-
C.
German–Dutch border region
The German–Dutch border region is a transnational area along the frontier between Germany and the Netherlands characterized by shared rivers, cross-border economic ties, and cultural interconnections.
-
D.
France–Belgium border
The France–Belgium border is an international boundary in Western Europe separating France and Belgium, crossing both rural and urban areas and forming part of the internal borders of the Schengen Area.
-
E.
Greater Region of Saar-Lor-Lux
The Greater Region of Saar-Lor-Lux is a transnational European border region centered around Saarland, Lorraine, and Luxembourg, fostering cross-border cooperation in areas such as economy, culture, and transport.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d6ad9f464c81909db36d7e96e34b9e |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d94d4a08e0819085c656e35038e6b2 |
completed | April 10, 2026, 7:19 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f63488cac08190a81b2151c827932e |
completed | May 2, 2026, 5:29 p.m. |
Created at: April 8, 2026, 9:55 p.m.