Triple

T6728577
Position Surface form Disambiguated ID Type / Status
Subject Vietic languages E153577 entity
Predicate hasMember P10 FINISHED
Object Thavung language
The Thavung language is a lesser-known Vietic language spoken by an ethnic minority community in parts of Laos and Vietnam.
E615581 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: Thavung language | Statement: [Vietic languages, hasMember, Thavung language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Thavung language
Context triple: [Vietic languages, hasMember, Thavung language]
  • A. Tonsawang language
    Tonsawang language is an Austronesian language spoken by the Tonsawang people in North Sulawesi, Indonesia, and is part of the Minahasan subgroup.
  • B. Pa’O language
    The Pa’O language is a Tibeto-Burman language spoken primarily by the Pa’O (Taungthu) people of Myanmar, especially in Shan and Kayin States.
  • C. Tai Khamyang language
    The Tai Khamyang language is an endangered Southwestern Tai language spoken by the Khamyang ethnic community in parts of Northeast India, notable for its close relation to other Tai languages of the region and its ongoing revitalization efforts.
  • D. Reang language
    Reang language is a Tibeto-Burman tribal language spoken primarily by the Reang (Bru) community of Tripura and neighboring regions in Northeast India.
  • E. Thao language
    Thao language is an endangered Formosan language of central Taiwan, traditionally spoken by the Thao people around Sun Moon Lake.
  • 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: Thavung language
Triple: [Vietic languages, hasMember, Thavung language]
Generated description
The Thavung language is a lesser-known Vietic language spoken by an ethnic minority community in parts of Laos and Vietnam.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Thavung language
Target entity description: The Thavung language is a lesser-known Vietic language spoken by an ethnic minority community in parts of Laos and Vietnam.
  • A. Tonsawang language
    Tonsawang language is an Austronesian language spoken by the Tonsawang people in North Sulawesi, Indonesia, and is part of the Minahasan subgroup.
  • B. Pa’O language
    The Pa’O language is a Tibeto-Burman language spoken primarily by the Pa’O (Taungthu) people of Myanmar, especially in Shan and Kayin States.
  • C. Tai Khamyang language
    The Tai Khamyang language is an endangered Southwestern Tai language spoken by the Khamyang ethnic community in parts of Northeast India, notable for its close relation to other Tai languages of the region and its ongoing revitalization efforts.
  • D. Reang language
    Reang language is a Tibeto-Burman tribal language spoken primarily by the Reang (Bru) community of Tripura and neighboring regions in Northeast India.
  • E. Thao language
    Thao language is an endangered Formosan language of central Taiwan, traditionally spoken by the Thao people around Sun Moon Lake.
  • 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_69c6880bdd68819097de8b6099992682 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d153ef9c8190a31021227d814d82 completed March 27, 2026, 6:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69c70b00ba9c8190aaae2220972ff4f2 completed March 27, 2026, 10:56 p.m.
NEDg Description generation batch_69c70c5fc9c88190ba499b0a9e7bcbc2 completed March 27, 2026, 11:01 p.m.
NED2 Entity disambiguation (via description) batch_69c70d0fcbc08190b3a7d0de3c634a5f completed March 27, 2026, 11:04 p.m.
Created at: March 27, 2026, 2:08 p.m.