Triple
T3831105
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | vlaheşte |
E91012
|
entity |
| Predicate | spokenBy |
P2181
|
FINISHED |
| Object | Megleno-Romanian community |
E16291
|
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: Megleno-Romanian community | Statement: [vlaheşte, spokenBy, Megleno-Romanian community]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Megleno-Romanian community Context triple: [vlaheşte, spokenBy, Megleno-Romanian community]
-
A.
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.
-
B.
Megleno-Romanian
chosen
Megleno-Romanian is an Eastern Romance language variety spoken by a small ethnic community in the Meglen region, primarily in Greece and North Macedonia.
-
C.
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.
-
D.
Balkan Vlachs
Balkan Vlachs are a historically dispersed Romance-speaking ethnic group of the Balkans, known for their pastoral traditions and distinct Eastern Romance dialects.
-
E.
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.
- 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_69aed960b538819096561c8ed448dec9 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aeeb86207c81908f40a01fe27f6a0b |
completed | March 9, 2026, 3:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4fb5628c481909c3b5ac59473a9cc |
completed | March 14, 2026, 6:08 a.m. |
Created at: March 9, 2026, 3:17 p.m.