Triple

T13299421
Position Surface form Disambiguated ID Type / Status
Subject Tai Tham script E316767 entity
Predicate usedForLanguage P907 FINISHED
Object Khmu language
The Khmu language is an Austroasiatic language spoken primarily by the Khmu people of Laos and neighboring regions in Southeast Asia.
E786075 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: Khmu language | Statement: [Tai Tham script, usedForLanguage, Khmu language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Khmu language
Context triple: [Tai Tham script, usedForLanguage, Khmu language]
  • A. Khmuic languages
    The Khmuic languages are a branch of the Austroasiatic language family spoken primarily by the Khmu and related ethnic groups in Laos, Vietnam, Thailand, and southern China.
  • B. Pahawh Hmong
    Pahawh Hmong is an indigenous script devised in the 20th century specifically for writing the Hmong language, featuring a unique syllabic and tonal system distinct from Latin-based orthographies.
  • C. Hmong
    Hmong is a Hmong-Mien language spoken by the Hmong people, many of whom are part of the Asian American community, with several dialects and a rich oral tradition.
  • D. Muong language
    The Muong language is an Austroasiatic language spoken primarily by the Muong people of northern Vietnam, closely related to Vietnamese and written using a Latin-based script.
  • E. Mon-Khmer
    Mon-Khmer is a major branch of the Austroasiatic language family that includes numerous languages spoken across mainland Southeast Asia and parts of South Asia.
  • 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: Khmu language
Triple: [Tai Tham script, usedForLanguage, Khmu language]
Generated description
The Khmu language is an Austroasiatic language spoken primarily by the Khmu people of Laos and neighboring regions in Southeast Asia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Khmu language
Target entity description: The Khmu language is an Austroasiatic language spoken primarily by the Khmu people of Laos and neighboring regions in Southeast Asia.
  • A. Khmuic languages chosen
    The Khmuic languages are a branch of the Austroasiatic language family spoken primarily by the Khmu and related ethnic groups in Laos, Vietnam, Thailand, and southern China.
  • B. Pahawh Hmong
    Pahawh Hmong is an indigenous script devised in the 20th century specifically for writing the Hmong language, featuring a unique syllabic and tonal system distinct from Latin-based orthographies.
  • C. Hmong
    Hmong is a Hmong-Mien language spoken by the Hmong people, many of whom are part of the Asian American community, with several dialects and a rich oral tradition.
  • D. Muong language
    The Muong language is an Austroasiatic language spoken primarily by the Muong people of northern Vietnam, closely related to Vietnamese and written using a Latin-based script.
  • E. Mon-Khmer
    Mon-Khmer is a major branch of the Austroasiatic language family that includes numerous languages spoken across mainland Southeast Asia and parts of South Asia.
  • 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_69d806b40ab4819094adf6c374f4811a completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d990a43ed88190a8dbbbd7d6d62dc4 completed April 11, 2026, 12:07 a.m.
NED1 Entity disambiguation (via context triple) batch_69f716dd0cd88190b0ae81b402fc31cf completed May 3, 2026, 9:35 a.m.
NEDg Description generation batch_69f71842a8808190ae4ef8b22bdbd0c6 completed May 3, 2026, 9:41 a.m.
NED2 Entity disambiguation (via description) batch_69f71908236481909140a5953ec44498 completed May 3, 2026, 9:44 a.m.
Created at: April 9, 2026, 9:28 p.m.