Triple

T9051096
Position Surface form Disambiguated ID Type / Status
Subject Chut E216882 entity
Predicate hasCollectiveNameForSubgroups P40619 FINISHED
Object Mã Liềng
Mã Liềng is a subgroup of the Chut ethnic community in Vietnam, known for its distinct language and traditional highland lifestyle.
 E775477 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: Mã Liềng | Statement: [Chut, hasCollectiveNameForSubgroups, Mã Liềng]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Mã Liềng
Context triple: [Chut, hasCollectiveNameForSubgroups, Mã Liềng]
  • A. Longwang
    Longwang is a powerful dragon deity in Chinese mythology who rules over the seas and controls rain and water.
  • B. Lingzong
    Lingzong is the posthumous temple name of Emperor Ling of Han, a late Eastern Han dynasty ruler whose troubled reign is associated with political corruption and the empire’s decline.
  • C. Lingzhao
    Lingzhao is the given name of Zhou Lingzhao, a notable Chinese artist and designer known for his contributions to modern Chinese visual culture.
  • D. Longleng
    Longleng is a town and administrative center in the northeastern Indian state of Nagaland, known as the headquarters of Longleng district.
  • E. Đoan Môn
    Đoan Môn is the main ceremonial gate leading into the Imperial Citadel of Thăng Long in Hanoi, Vietnam, and a significant symbol of the country’s royal and historical 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: Mã Liềng
Triple: [Chut, hasCollectiveNameForSubgroups, Mã Liềng]
Generated description
Mã Liềng is a subgroup of the Chut ethnic community in Vietnam, known for its distinct language and traditional highland lifestyle.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Mã Liềng
Target entity description: Mã Liềng is a subgroup of the Chut ethnic community in Vietnam, known for its distinct language and traditional highland lifestyle.
  • A. Longwang
    Longwang is a powerful dragon deity in Chinese mythology who rules over the seas and controls rain and water.
  • B. Lingzong
    Lingzong is the posthumous temple name of Emperor Ling of Han, a late Eastern Han dynasty ruler whose troubled reign is associated with political corruption and the empire’s decline.
  • C. Lingzhao
    Lingzhao is the given name of Zhou Lingzhao, a notable Chinese artist and designer known for his contributions to modern Chinese visual culture.
  • D. Longleng
    Longleng is a town and administrative center in the northeastern Indian state of Nagaland, known as the headquarters of Longleng district.
  • E. Đoan Môn
    Đoan Môn is the main ceremonial gate leading into the Imperial Citadel of Thăng Long in Hanoi, Vietnam, and a significant symbol of the country’s royal and historical 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_69cc6b54423081908d9fd985109e336a completed April 1, 2026, 12:48 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfebc90bf88190bbcdab07ca93f569 completed April 3, 2026, 4:33 p.m.
NEDg Description generation batch_69cfecf7fce08190a9b80044a2ae9745 completed April 3, 2026, 4:38 p.m.
NED2 Entity disambiguation (via description) batch_69cff0ea8c388190bd95233db9c69038 completed April 3, 2026, 4:55 p.m.
Created at: March 30, 2026, 7:10 p.m.