Triple
T16825087
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Temesvár |
E408997
|
entity |
| Predicate | associatedWithEthnicGroups |
P12220
|
FINISHED |
| Object | Hungarians |
E64721
|
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: Hungarians | Statement: [Temesvár, associatedWithEthnicGroups, Hungarians]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hungarians Context triple: [Temesvár, associatedWithEthnicGroups, Hungarians]
-
A.
Hungarians
chosen
Hungarians are a Uralic-speaking ethnic group native primarily to Hungary and the Carpathian Basin, known for their distinct language, culture, and historical kingdom in Central Europe.
-
B.
Zala people
The Zala people are an Omotic-speaking ethnic group indigenous to southwestern Ethiopia, known for their distinct language and cultural traditions within the broader Omotic cultural sphere.
-
C.
Transylvanian Saxons
The Transylvanian Saxons are a German-speaking ethnic group historically settled in Transylvania (now part of Romania), known for their medieval fortified churches, distinct cultural traditions, and role as a privileged urban and rural community in the region from the 12th century onward.
-
D.
Wallachians
Wallachians are a historical Romance-speaking population of the Balkans, primarily associated with the ancestors of modern Romanians and related Vlach groups.
-
E.
Danube Swabians
Danube Swabians are an ethnic German group historically settled along the Danube River in Central and Southeastern Europe, particularly in regions of present-day Hungary, Romania, and the former Yugoslavia.
- 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_69d88394566c8190b3dcbdc72935f7fa |
completed | April 10, 2026, 4:59 a.m. |
| NER | Named-entity recognition | batch_69e3b310ffec81908087e5aaacc4a7c2 |
completed | April 18, 2026, 4:36 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00b29e48f881908489bd77a9caec97 |
completed | May 10, 2026, 4:30 p.m. |
Created at: April 10, 2026, 5:23 a.m.