Triple
T3831057
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Vlach language |
E91011
|
entity |
| Predicate | hasAlternativeName |
P39
|
FINISHED |
| Object |
Vlach
Vlach is a term commonly used to refer to Eastern Romance-speaking populations in the Balkans, particularly those associated with Aromanian and related Romance languages.
|
E326321
|
NE FINISHED |
How this triple was built (4 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: Vlach | Statement: [Vlach language, hasAlternativeName, Vlach]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Vlach Context triple: [Vlach language, hasAlternativeName, Vlach]
-
A.
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.
-
B.
Gagauz
The Gagauz are a Turkic-speaking Orthodox Christian ethnic group primarily living in Moldova and neighboring regions of Eastern Europe.
-
C.
Cieszyn Vlachs
Cieszyn Vlachs are an ethnographic group from the Cieszyn Silesia region, known for their distinct dialect, pastoral traditions, and cultural practices shaped by both Slavic and Wallachian influences.
-
D.
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.
-
E.
Vlach of Istria
Vlach of Istria refers to the Istro-Romanian people, a small Eastern Romance-speaking ethnic minority traditionally living in the Istrian Peninsula.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Vlach Triple: [Vlach language, hasAlternativeName, Vlach]
Generated description
Vlach is a term commonly used to refer to Eastern Romance-speaking populations in the Balkans, particularly those associated with Aromanian and related Romance languages.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Vlach Target entity description: Vlach is a term commonly used to refer to Eastern Romance-speaking populations in the Balkans, particularly those associated with Aromanian and related Romance languages.
-
A.
Balkan Vlachs
chosen
Balkan Vlachs are a historically dispersed Romance-speaking ethnic group of the Balkans, known for their pastoral traditions and distinct Eastern Romance dialects.
-
B.
Gagauz
The Gagauz are a Turkic-speaking Orthodox Christian ethnic group primarily living in Moldova and neighboring regions of Eastern Europe.
-
C.
Cieszyn Vlachs
Cieszyn Vlachs are an ethnographic group from the Cieszyn Silesia region, known for their distinct dialect, pastoral traditions, and cultural practices shaped by both Slavic and Wallachian influences.
-
D.
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.
-
E.
Vlach of Istria
Vlach of Istria refers to the Istro-Romanian people, a small Eastern Romance-speaking ethnic minority traditionally living in the Istrian Peninsula.
- F. None of above.
Provenance (5 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_69b528345dec81909231d60781020b7b |
completed | March 14, 2026, 9:19 a.m. |
| NEDg | Description generation | batch_69b5296c76dc8190a7a3784fc9f6023e |
completed | March 14, 2026, 9:25 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b529b889a48190b9ce0829f4775aff |
completed | March 14, 2026, 9:26 a.m. |
Created at: March 9, 2026, 3:17 p.m.