Triple

T2979034
Position Surface form Disambiguated ID Type / Status
Subject Balkan Sprachbund E80466 entity
Predicate hasMemberLanguage P7390 FINISHED
Object Torlakian dialects
Torlakian dialects are a group of transitional South Slavic dialects spoken in parts of Serbia, Bulgaria, and North Macedonia that exhibit strong structural convergence with neighboring Balkan languages.
 E317230 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: Torlakian dialects | Statement: [Balkan Sprachbund, hasMemberLanguage, Torlakian dialects]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Torlakian dialects
Context triple: [Balkan Sprachbund, hasMemberLanguage, Torlakian dialects]
  • A. Salyr dialect
    The Salyr dialect is a regional variety of the Turkmen language traditionally associated with the Salyr Turkmen tribe.
  • B. Scharrel dialect
    The Scharrel dialect is a local variety of Saterland Frisian spoken in and around the village of Scharrel in Lower Saxony, Germany.
  • C. Digor dialect
    The Digor dialect is a major variety of the Ossetian language spoken primarily in the western regions of North Ossetia–Alania and parts of the central Caucasus.
  • D. Ersari dialect
    The Ersari dialect is a regional variety of the Turkmen language traditionally spoken by the Ersari Turkmen people, primarily in parts of Turkmenistan and neighboring regions.
  • E. Nohurli dialect
    The Nohurli dialect is a regional variety of Turkmen spoken by the Nohur people in parts of Turkmenistan, distinguished by its unique phonetic and lexical features.
  • 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: Torlakian dialects
Triple: [Balkan Sprachbund, hasMemberLanguage, Torlakian dialects]
Generated description
Torlakian dialects are a group of transitional South Slavic dialects spoken in parts of Serbia, Bulgaria, and North Macedonia that exhibit strong structural convergence with neighboring Balkan languages.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Torlakian dialects
Target entity description: Torlakian dialects are a group of transitional South Slavic dialects spoken in parts of Serbia, Bulgaria, and North Macedonia that exhibit strong structural convergence with neighboring Balkan languages.
  • A. Salyr dialect
    The Salyr dialect is a regional variety of the Turkmen language traditionally associated with the Salyr Turkmen tribe.
  • B. Scharrel dialect
    The Scharrel dialect is a local variety of Saterland Frisian spoken in and around the village of Scharrel in Lower Saxony, Germany.
  • C. Digor dialect
    The Digor dialect is a major variety of the Ossetian language spoken primarily in the western regions of North Ossetia–Alania and parts of the central Caucasus.
  • D. Ersari dialect
    The Ersari dialect is a regional variety of the Turkmen language traditionally spoken by the Ersari Turkmen people, primarily in parts of Turkmenistan and neighboring regions.
  • E. Nohurli dialect
    The Nohurli dialect is a regional variety of Turkmen spoken by the Nohur people in parts of Turkmenistan, distinguished by its unique phonetic and lexical features.
  • 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_69ad8b15f6ac8190be5fd16a33edcb4f completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad999cca40819082e2d6d10bdb7872 completed March 8, 2026, 3:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69b108ef607c8190865b079beb1b6da5 completed March 11, 2026, 6:17 a.m.
NEDg Description generation batch_69b10bc71c708190b1e620d41278c3e0 completed March 11, 2026, 6:29 a.m.
NED2 Entity disambiguation (via description) batch_69b10c43a7c48190b63a7b3f0f180d44 completed March 11, 2026, 6:31 a.m.
Created at: March 8, 2026, 2:58 p.m.