Triple

T632965
Position Surface form Disambiguated ID Type / Status
Subject Aromanian E15960 entity
Predicate developedFrom P1245 FINISHED
Object Balkan Latin
Balkan Latin is the hypothesized regional variety of Vulgar Latin once spoken in the Balkans, from which the Eastern Romance languages, including Aromanian, are believed to have evolved.
E79617 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: Balkan Latin | Statement: [Aromanian, developedFrom, Balkan Latin]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Balkan Latin
Context triple: [Aromanian, developedFrom, Balkan Latin]
  • A. Istro-Romanian
    Istro-Romanian is an endangered Eastern Romance language variety spoken by a small community in the Istrian Peninsula, primarily in Croatia.
  • B. South Slavs
    South Slavs are a group of Slavic peoples primarily inhabiting the Balkans, including nations such as Serbs, Croats, Bosniaks, Slovenes, Macedonians, Montenegrins, and Bulgarians, who share related South Slavic languages and cultural traditions.
  • C. South Slavic languages
    South Slavic languages are a branch of the Slavic language family spoken primarily in the Balkans, including languages such as Bulgarian, Macedonian, Slovene, Bosnian, Croatian, Montenegrin, and Serbian.
  • D. Aromanian
    Aromanian is an Eastern Romance language spoken by the Aromanian people in the Balkans, closely related to Romanian but distinct in its history, vocabulary, and phonology.
  • E. Romani language
    The Romani language is an Indo-Aryan language traditionally spoken by Romani communities across Europe and beyond, featuring numerous dialects influenced by the languages of the regions where its speakers live.
  • 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: Balkan Latin
Triple: [Aromanian, developedFrom, Balkan Latin]
Generated description
Balkan Latin is the hypothesized regional variety of Vulgar Latin once spoken in the Balkans, from which the Eastern Romance languages, including Aromanian, are believed to have evolved.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Balkan Latin
Target entity description: Balkan Latin is the hypothesized regional variety of Vulgar Latin once spoken in the Balkans, from which the Eastern Romance languages, including Aromanian, are believed to have evolved.
  • A. Istro-Romanian
    Istro-Romanian is an endangered Eastern Romance language variety spoken by a small community in the Istrian Peninsula, primarily in Croatia.
  • B. South Slavs
    South Slavs are a group of Slavic peoples primarily inhabiting the Balkans, including nations such as Serbs, Croats, Bosniaks, Slovenes, Macedonians, Montenegrins, and Bulgarians, who share related South Slavic languages and cultural traditions.
  • C. South Slavic languages
    South Slavic languages are a branch of the Slavic language family spoken primarily in the Balkans, including languages such as Bulgarian, Macedonian, Slovene, Bosnian, Croatian, Montenegrin, and Serbian.
  • D. Aromanian
    Aromanian is an Eastern Romance language spoken by the Aromanian people in the Balkans, closely related to Romanian but distinct in its history, vocabulary, and phonology.
  • E. Romani language
    The Romani language is an Indo-Aryan language traditionally spoken by Romani communities across Europe and beyond, featuring numerous dialects influenced by the languages of the regions where its speakers live.
  • F. None of above. chosen

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_69a4935c131c8190a5378c6bf101e8cc completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a49ec3b6488190aa0dce216c089a2e completed March 1, 2026, 8:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69a56ef052308190bfaed448c3737ef6 completed March 2, 2026, 11:05 a.m.
NEDg Description generation batch_69a56f5668108190910db85f3beb5eed completed March 2, 2026, 11:07 a.m.
NED2 Entity disambiguation (via description) batch_69a5733acb188190b4cdd12ed3a96860 completed March 2, 2026, 11:23 a.m.
Created at: March 1, 2026, 7:35 p.m.