Triple

T10920620
Position Surface form Disambiguated ID Type / Status
Subject Tai languages E257935 entity
Predicate writingSystemUsed P454 FINISHED
Object Zhuang script
The Zhuang script is a writing system used primarily to represent the Zhuang language, a major Tai language spoken in southern China.
 E893906 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: Zhuang script | Statement: [Tai languages, writingSystemUsed, Zhuang script]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Zhuang script
Context triple: [Tai languages, writingSystemUsed, Zhuang script]
  • A. Tai Nüa script
    The Tai Nüa script is an abugida used primarily by the Tai Nüa (Dai) people of China and Southeast Asia to write the Tai Nüa language.
  • B. Hmong Lao script
    Hmong Lao script is an orthographic system used to write the Hmong language, particularly in Laos, employing characters adapted to represent Hmong phonology.
  • C. Dongba script
    Dongba script is an ancient pictographic writing system traditionally used by Naxi priests in southwestern China for religious texts and rituals.
  • D. Lao script
    Lao script is an abugida writing system of the Tai-Kadai language family, primarily used to write the Lao language and closely related to the Thai script.
  • E. Tai Viet script
    The Tai Viet script is an abugida used by various Tai-speaking ethnic groups in Vietnam, Laos, and Thailand to write their native Tai languages.
  • 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: Zhuang script
Triple: [Tai languages, writingSystemUsed, Zhuang script]
Generated description
The Zhuang script is a writing system used primarily to represent the Zhuang language, a major Tai language spoken in southern China.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Zhuang script
Target entity description: The Zhuang script is a writing system used primarily to represent the Zhuang language, a major Tai language spoken in southern China.
  • A. Tai Nüa script
    The Tai Nüa script is an abugida used primarily by the Tai Nüa (Dai) people of China and Southeast Asia to write the Tai Nüa language.
  • B. Hmong Lao script
    Hmong Lao script is an orthographic system used to write the Hmong language, particularly in Laos, employing characters adapted to represent Hmong phonology.
  • C. Dongba script
    Dongba script is an ancient pictographic writing system traditionally used by Naxi priests in southwestern China for religious texts and rituals.
  • D. Lao script
    Lao script is an abugida writing system of the Tai-Kadai language family, primarily used to write the Lao language and closely related to the Thai script.
  • E. Tai Viet script
    The Tai Viet script is an abugida used by various Tai-speaking ethnic groups in Vietnam, Laos, and Thailand to write their native Tai languages.
  • 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_69d6aa864ed88190818280ab6791d065 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d77081a0c48190b7aa4a482032d1ea completed April 9, 2026, 9:25 a.m.
NED1 Entity disambiguation (via context triple) batch_69e2171adbbc8190916a5463b6e5c186 completed April 17, 2026, 11:18 a.m.
NEDg Description generation batch_69e21d8a2e6881909b33cbe4ab919315 completed April 17, 2026, 11:46 a.m.
NED2 Entity disambiguation (via description) batch_69e21eaa1e9881909f3b276e0ff0c511 completed April 17, 2026, 11:51 a.m.
Created at: April 8, 2026, 9:22 p.m.