Triple

T13317692
Position Surface form Disambiguated ID Type / Status
Subject Torlakian dialects E317230 entity
Predicate transitionalBetween P22231 FINISHED
Object Eastern South Slavic languages
Eastern South Slavic languages are a branch of the South Slavic language group that includes Bulgarian and Macedonian, characterized by features such as loss of case inflection and the use of postposed definite articles.
 E1033567 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: Eastern South Slavic languages | Statement: [Torlakian dialects, transitionalBetween, Eastern South Slavic languages]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Eastern South Slavic languages
Context triple: [Torlakian dialects, transitionalBetween, Eastern South Slavic languages]
  • A. 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.
  • 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. West Slavic languages
    West Slavic languages are a branch of the Slavic language family that includes Polish, Czech, Slovak, and related languages spoken primarily in Central Europe.
  • D. Slavic languages
    Slavic languages are a branch of the Indo-European language family spoken primarily in Eastern and Central Europe, known for features such as rich consonant clusters, aspectual verb systems, and extensive case inflection.
  • E. East Slavic languages
    East Slavic languages are a branch of the Slavic language family that includes major languages such as Russian, Ukrainian, and Belarusian, spoken primarily in Eastern Europe.
  • 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: Eastern South Slavic languages
Triple: [Torlakian dialects, transitionalBetween, Eastern South Slavic languages]
Generated description
Eastern South Slavic languages are a branch of the South Slavic language group that includes Bulgarian and Macedonian, characterized by features such as loss of case inflection and the use of postposed definite articles.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Eastern South Slavic languages
Target entity description: Eastern South Slavic languages are a branch of the South Slavic language group that includes Bulgarian and Macedonian, characterized by features such as loss of case inflection and the use of postposed definite articles.
  • A. 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.
  • 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. West Slavic languages
    West Slavic languages are a branch of the Slavic language family that includes Polish, Czech, Slovak, and related languages spoken primarily in Central Europe.
  • D. Slavic languages
    Slavic languages are a branch of the Indo-European language family spoken primarily in Eastern and Central Europe, known for features such as rich consonant clusters, aspectual verb systems, and extensive case inflection.
  • E. East Slavic languages
    East Slavic languages are a branch of the Slavic language family that includes major languages such as Russian, Ukrainian, and Belarusian, spoken primarily in Eastern Europe.
  • 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_69d806b4d62c81908d4ced1665414be5 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d990f9a384819085890e18255ee339 completed April 11, 2026, 12:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69f716ee695c81909ffeeb0901ee66c1 completed May 3, 2026, 9:35 a.m.
NEDg Description generation batch_69f717f4d80c8190a1a95c0f2c83c563 completed May 3, 2026, 9:40 a.m.
NED2 Entity disambiguation (via description) batch_69f718b852808190a2a0fb48424bffb0 completed May 3, 2026, 9:43 a.m.
Created at: April 9, 2026, 9:29 p.m.