Triple

T19620568
Position Surface form Disambiguated ID Type / Status
Subject Eastern Oghuz languages E470994 entity
Predicate hasAncestralLanguage P6149 FINISHED
Object Proto-Oghuz
Proto-Oghuz is the reconstructed common ancestor of the Oghuz branch of Turkic languages, from which later varieties like Turkish, Azerbaijani, and Turkmen ultimately developed.
E105288 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: Proto-Oghuz | Statement: [Eastern Oghuz languages, hasAncestralLanguage, Proto-Oghuz]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Proto-Oghuz
Context triple: [Eastern Oghuz languages, hasAncestralLanguage, Proto-Oghuz]
  • A. Oghur Turkic
    Oghur Turkic is a distinctive branch of the Turkic language family, historically spoken by groups such as the Bulgars and Khazars and characterized by unique sound shifts that set it apart from Common Turkic languages.
  • B. Oghuz Turkic language
    Oghuz Turkic language is a major branch of the Turkic language family that includes modern languages such as Turkish, Azerbaijani, and Turkmen.
  • C. Eastern Oghuz languages
    Eastern Oghuz languages are a branch of the Oghuz Turkic language group spoken primarily in regions of Central Asia and surrounding areas.
  • D. Oghuz–Karluk–Kipchak Turkic grouping
    The Oghuz–Karluk–Kipchak Turkic grouping is a historical linguistic classification that unites three major branches of the Turkic languages, reflecting their shared origins and close structural relationships.
  • E. Chagatai Turkic
    Chagatai Turkic is a historical Turkic literary language that served as a major cultural and administrative lingua franca in Central Asia, especially under Turkic-Mongol and Timurid rule.
  • 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: Proto-Oghuz
Triple: [Eastern Oghuz languages, hasAncestralLanguage, Proto-Oghuz]
Generated description
Proto-Oghuz is the reconstructed common ancestor of the Oghuz branch of Turkic languages, from which later varieties like Turkish, Azerbaijani, and Turkmen ultimately developed.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Proto-Oghuz
Target entity description: Proto-Oghuz is the reconstructed common ancestor of the Oghuz branch of Turkic languages, from which later varieties like Turkish, Azerbaijani, and Turkmen ultimately developed.
  • A. Oghur Turkic
    Oghur Turkic is a distinctive branch of the Turkic language family, historically spoken by groups such as the Bulgars and Khazars and characterized by unique sound shifts that set it apart from Common Turkic languages.
  • B. Oghuz Turkic language chosen
    Oghuz Turkic language is a major branch of the Turkic language family that includes modern languages such as Turkish, Azerbaijani, and Turkmen.
  • C. Eastern Oghuz languages
    Eastern Oghuz languages are a branch of the Oghuz Turkic language group spoken primarily in regions of Central Asia and surrounding areas.
  • D. Oghuz–Karluk–Kipchak Turkic grouping
    The Oghuz–Karluk–Kipchak Turkic grouping is a historical linguistic classification that unites three major branches of the Turkic languages, reflecting their shared origins and close structural relationships.
  • E. Chagatai Turkic
    Chagatai Turkic is a historical Turkic literary language that served as a major cultural and administrative lingua franca in Central Asia, especially under Turkic-Mongol and Timurid rule.
  • 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_69d8e510fa248190b7afb274a1d4cf73 completed April 10, 2026, 11:54 a.m.
NER Named-entity recognition batch_69e640e512d08190a76bf81b3282e0e5 completed April 20, 2026, 3:06 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0771b823e0819092d7a9ffb3e0c728 completed May 15, 2026, 7:19 p.m.
NEDg Description generation batch_6a0772c372148190a09475bf5c6515d2 completed May 15, 2026, 7:23 p.m.
NED2 Entity disambiguation (via description) batch_6a077334652c8190b044d444e3004f29 completed May 15, 2026, 7:25 p.m.
Created at: April 10, 2026, 1:43 p.m.