Triple

T2957654
Position Surface form Disambiguated ID Type / Status
Subject Southwestern Tai E79969 entity
Predicate hasWritingSystem P454 FINISHED
Object Tai Tham script
The Tai Tham script is an ancient Brahmic-derived writing system used primarily for religious and literary texts in several Tai languages of northern Southeast Asia, including Lanna (Northern Thai), Tai Lue, and Khün.
 E316767 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: Tai Tham script | Statement: [Southwestern Tai, hasWritingSystem, Tai Tham script]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Tai Tham script
Context triple: [Southwestern Tai, hasWritingSystem, Tai Tham script]
  • A. Thai script
    Thai script is an abugida writing system used primarily for the Thai language, characterized by its distinctive rounded letters, complex consonant and vowel arrangements, and tone-marking diacritics.
  • B. 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.
  • C. 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.
  • D. Khmer script
    Khmer script is an abugida writing system used primarily for the Khmer language of Cambodia, characterized by its intricate consonant and vowel symbols derived from the ancient Brahmi script.
  • E. 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.
  • 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: Tai Tham script
Triple: [Southwestern Tai, hasWritingSystem, Tai Tham script]
Generated description
The Tai Tham script is an ancient Brahmic-derived writing system used primarily for religious and literary texts in several Tai languages of northern Southeast Asia, including Lanna (Northern Thai), Tai Lue, and Khün.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Tai Tham script
Target entity description: The Tai Tham script is an ancient Brahmic-derived writing system used primarily for religious and literary texts in several Tai languages of northern Southeast Asia, including Lanna (Northern Thai), Tai Lue, and Khün.
  • A. Thai script
    Thai script is an abugida writing system used primarily for the Thai language, characterized by its distinctive rounded letters, complex consonant and vowel arrangements, and tone-marking diacritics.
  • B. 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.
  • C. 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.
  • D. Khmer script
    Khmer script is an abugida writing system used primarily for the Khmer language of Cambodia, characterized by its intricate consonant and vowel symbols derived from the ancient Brahmi script.
  • E. 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.
  • 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_69ad8b1276588190a374a0b12e0f7bdf completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad992b33e081909d22a19d5064c47d completed March 8, 2026, 3:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69b108de7e3c81908b1fee310515e4c1 completed March 11, 2026, 6:17 a.m.
NEDg Description generation batch_69b10cae699481908b4cca2c7e66616c completed March 11, 2026, 6:33 a.m.
NED2 Entity disambiguation (via description) batch_69b10d22bbd48190b9878b4b0421c004 completed March 11, 2026, 6:35 a.m.
Created at: March 8, 2026, 2:57 p.m.