Triple
T3424672
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Transylvania |
E72198
|
entity |
| Predicate | ethnicGroup |
P194
|
FINISHED |
| Object | Germans (Transylvanian Saxons) |
E58423
|
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: Germans (Transylvanian Saxons) | Statement: [Transylvania, ethnicGroup, Germans (Transylvanian Saxons)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Germans (Transylvanian Saxons) Context triple: [Transylvania, ethnicGroup, Germans (Transylvanian Saxons)]
-
A.
Transylvanian Saxons
chosen
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.
-
B.
Carpathian Germans
Carpathian Germans are a historical ethnic German minority that settled in the Carpathian Mountain regions of Central and Eastern Europe, particularly in present-day Slovakia, Romania, and Ukraine.
-
C.
Satu Mare Swabians
Satu Mare Swabians are a German-speaking ethnic group historically settled in the Satu Mare region of present-day Romania, known for their distinct dialect and Central European cultural traditions.
-
D.
Hungarians
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.
-
E.
Romanians
Romanians are a Romance-language ethnic group native to Eastern Europe, primarily inhabiting Romania and Moldova, with cultural and historical ties to the broader Balkan region.
- 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_69ad85ae14308190bcbc25cfa0246c0b |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adb97fa2d88190a79cb8c7be4b3696 |
completed | March 8, 2026, 6:01 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b354766bcc81909fb3124262c93f8f |
completed | March 13, 2026, 12:04 a.m. |
Created at: March 8, 2026, 3:15 p.m.