Triple

T13424936
Position Surface form Disambiguated ID Type / Status
Subject Turkmen alphabet E313455 entity
Predicate previousScript P17239 FINISHED
Object Turkmen Arabic alphabet
The Turkmen Arabic alphabet is a historical writing system based on the Arabic script that was formerly used to write the Turkmen language before being replaced by Latin- and Cyrillic-based alphabets.
 E1049285 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: Turkmen Arabic alphabet | Statement: [Turkmen alphabet, previousScript, Turkmen Arabic alphabet]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Turkmen Arabic alphabet
Context triple: [Turkmen alphabet, previousScript, Turkmen Arabic alphabet]
  • A. Turkmen alphabet
    The Turkmen alphabet is the standardized script used to write the Turkmen language, currently based on a modified Latin script adopted after the Soviet era.
  • B. Turkmen Cyrillic alphabet
    The Turkmen Cyrillic alphabet is a Cyrillic-based writing system formerly used for the Turkmen language, particularly during the Soviet era before its replacement by a Latin-based script.
  • C. Kazakh Arabic alphabet
    The Kazakh Arabic alphabet is a modified version of the Arabic script historically used to write the Kazakh language, particularly before the adoption of Cyrillic and Latin-based alphabets.
  • D. Uyghur Arabic alphabet
    The Uyghur Arabic alphabet is a Perso-Arabic–based script adapted to represent the sounds of the Uyghur language, historically used by Uyghur communities in Central Asia.
  • E. Uyghur Latin alphabet
    The Uyghur Latin alphabet is a romanized writing system developed for the Uyghur language, used primarily in digital communication and linguistic transcription.
  • 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: Turkmen Arabic alphabet
Triple: [Turkmen alphabet, previousScript, Turkmen Arabic alphabet]
Generated description
The Turkmen Arabic alphabet is a historical writing system based on the Arabic script that was formerly used to write the Turkmen language before being replaced by Latin- and Cyrillic-based alphabets.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Turkmen Arabic alphabet
Target entity description: The Turkmen Arabic alphabet is a historical writing system based on the Arabic script that was formerly used to write the Turkmen language before being replaced by Latin- and Cyrillic-based alphabets.
  • A. Turkmen alphabet
    The Turkmen alphabet is the standardized script used to write the Turkmen language, currently based on a modified Latin script adopted after the Soviet era.
  • B. Turkmen Cyrillic alphabet
    The Turkmen Cyrillic alphabet is a Cyrillic-based writing system formerly used for the Turkmen language, particularly during the Soviet era before its replacement by a Latin-based script.
  • C. Kazakh Arabic alphabet
    The Kazakh Arabic alphabet is a modified version of the Arabic script historically used to write the Kazakh language, particularly before the adoption of Cyrillic and Latin-based alphabets.
  • D. Uyghur Arabic alphabet
    The Uyghur Arabic alphabet is a Perso-Arabic–based script adapted to represent the sounds of the Uyghur language, historically used by Uyghur communities in Central Asia.
  • E. Uyghur Latin alphabet
    The Uyghur Latin alphabet is a romanized writing system developed for the Uyghur language, used primarily in digital communication and linguistic transcription.
  • 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_69d806ad0c44819088833ae1ec9e9690 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69dbaed066408190a416880affd8416e completed April 12, 2026, 2:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69f76ba16b948190b7e753368eabf012 completed May 3, 2026, 3:37 p.m.
NEDg Description generation batch_69f7763fc23c819098d46ab0906b8764 completed May 3, 2026, 4:22 p.m.
NED2 Entity disambiguation (via description) batch_69f77923fd1481908af251a1dcbcf441 completed May 3, 2026, 4:34 p.m.
Created at: April 9, 2026, 9:39 p.m.