Triple

T9051838
Position Surface form Disambiguated ID Type / Status
Subject Muong language E216901 entity
Predicate dialect P1762 FINISHED
Object Thanh Hoa Muong
Thanh Hoa Muong is a regional variety of the Mường language spoken by Mường communities in Vietnam’s Thanh Hóa Province.
 E775986 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: Thanh Hoa Muong | Statement: [Muong language, dialect, Thanh Hoa Muong]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Thanh Hoa Muong
Context triple: [Muong language, dialect, Thanh Hoa Muong]
  • A. Hoa Binh Muong
    Hoa Binh Muong is a regional variety of the Mường language spoken primarily in Hòa Bình Province in northern Vietnam.
  • B. Muong Thanh
    Muong Thanh is the former name of the Vietnamese city now known as Dien Bien Phu, historically significant for the decisive 1954 battle that ended French colonial rule in Indochina.
  • C. Muong Thanh Valley
    Muong Thanh Valley is a broad, fertile valley in northwestern Vietnam best known as the site of the historic Battle of Dien Bien Phu during the First Indochina War.
  • D. Phu Tho Muong
    Phu Tho Muong is a regional variety of the Muong language spoken by Muong communities in Vietnam’s Phu Tho province.
  • E. Tà Ôi
    The Tà Ôi are an ethnic minority group in central Vietnam known for their distinct language, traditional stilt houses, and rich weaving and musical heritage.
  • 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: Thanh Hoa Muong
Triple: [Muong language, dialect, Thanh Hoa Muong]
Generated description
Thanh Hoa Muong is a regional variety of the Mường language spoken by Mường communities in Vietnam’s Thanh Hóa Province.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Thanh Hoa Muong
Target entity description: Thanh Hoa Muong is a regional variety of the Mường language spoken by Mường communities in Vietnam’s Thanh Hóa Province.
  • A. Hoa Binh Muong
    Hoa Binh Muong is a regional variety of the Mường language spoken primarily in Hòa Bình Province in northern Vietnam.
  • B. Muong Thanh
    Muong Thanh is the former name of the Vietnamese city now known as Dien Bien Phu, historically significant for the decisive 1954 battle that ended French colonial rule in Indochina.
  • C. Muong Thanh Valley
    Muong Thanh Valley is a broad, fertile valley in northwestern Vietnam best known as the site of the historic Battle of Dien Bien Phu during the First Indochina War.
  • D. Phu Tho Muong
    Phu Tho Muong is a regional variety of the Muong language spoken by Muong communities in Vietnam’s Phu Tho province.
  • E. Tà Ôi
    The Tà Ôi are an ethnic minority group in central Vietnam known for their distinct language, traditional stilt houses, and rich weaving and musical heritage.
  • 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_69ca83d362e88190ae44b4e4dc194209 completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69cc7a700de48190aa9f61d850e01cbd completed April 1, 2026, 1:52 a.m.
NED1 Entity disambiguation (via context triple) batch_69cffdbd54848190ba79d873321f4fc9 completed April 3, 2026, 5:49 p.m.
NEDg Description generation batch_69d000d2c5688190b014ce33c04ff875 completed April 3, 2026, 6:02 p.m.
NED2 Entity disambiguation (via description) batch_69d001a1056c819083793547dbd4b1ee completed April 3, 2026, 6:06 p.m.
Created at: March 30, 2026, 7:10 p.m.