Triple
T12402197
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Blagoevgrad Province |
E296283
|
entity |
| Predicate | ethnicMinority |
P12220
|
FINISHED |
| Object | Macedonian Bulgarians |
E29928
|
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: Macedonian Bulgarians | Statement: [Blagoevgrad Province, ethnicMinority, Macedonian Bulgarians]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Macedonian Bulgarians Context triple: [Blagoevgrad Province, ethnicMinority, Macedonian Bulgarians]
-
A.
Macedonians
Macedonians are a South Slavic ethnic group primarily associated with North Macedonia, sharing linguistic and cultural ties with neighboring Balkan peoples.
-
B.
Macedonians
The Macedonians were an ancient Balkan people whose kingdom under Philip II and Alexander the Great created a vast Hellenistic empire that profoundly influenced the culture and politics of the eastern Mediterranean and Near East.
-
C.
Macedonian Muslims
Macedonian Muslims are a Slavic-speaking Muslim community in North Macedonia, culturally and linguistically close to ethnic Macedonians but religiously distinct as followers of Islam.
-
D.
Bulgarians
chosen
Bulgarians are a South Slavic ethnic group native to Southeastern Europe, primarily associated with the country of Bulgaria and its cultural and historical heritage.
-
E.
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.
- 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_69d94d477004819095e65ef6f70c69d9 |
completed | April 10, 2026, 7:19 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f63484c6808190a71d24f8ee3a7e15 |
completed | May 2, 2026, 5:29 p.m. |
Created at: April 8, 2026, 9:55 p.m.