Triple

T6200340
Position Surface form Disambiguated ID Type / Status
Subject Kuki-Chin languages E138612 entity
Predicate hasMember P10 FINISHED
Object Pangkhua language
The Pangkhua language is a lesser-known Kuki-Chin language spoken primarily by the Pangkhua people in parts of Bangladesh and Myanmar.
 E575840 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: Pangkhua language | Statement: [Kuki-Chin languages, hasMember, Pangkhua language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Pangkhua language
Context triple: [Kuki-Chin languages, hasMember, Pangkhua language]
  • A. Pangcah language
    The Pangcah language, more widely known as Amis, is an Austronesian language spoken by the Amis (Pangcah) indigenous people of eastern Taiwan.
  • B. Nanggu language
    The Nanggu language is an Oceanic language spoken in the Temotu Province of the Solomon Islands, known for its role in the highly diverse Temotu linguistic subgroup.
  • C. Sangpang language
    The Sangpang language is a lesser-known Kiranti language spoken by an indigenous community in eastern Nepal.
  • D. 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.
  • E. Kaidipang language
    The Kaidipang language is an Austronesian language spoken by the Kaidipang people in northern Sulawesi, Indonesia.
  • 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: Pangkhua language
Triple: [Kuki-Chin languages, hasMember, Pangkhua language]
Generated description
The Pangkhua language is a lesser-known Kuki-Chin language spoken primarily by the Pangkhua people in parts of Bangladesh and Myanmar.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Pangkhua language
Target entity description: The Pangkhua language is a lesser-known Kuki-Chin language spoken primarily by the Pangkhua people in parts of Bangladesh and Myanmar.
  • A. Pangcah language
    The Pangcah language, more widely known as Amis, is an Austronesian language spoken by the Amis (Pangcah) indigenous people of eastern Taiwan.
  • B. Nanggu language
    The Nanggu language is an Oceanic language spoken in the Temotu Province of the Solomon Islands, known for its role in the highly diverse Temotu linguistic subgroup.
  • C. Sangpang language
    The Sangpang language is a lesser-known Kiranti language spoken by an indigenous community in eastern Nepal.
  • D. 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.
  • E. Kaidipang language
    The Kaidipang language is an Austronesian language spoken by the Kaidipang people in northern Sulawesi, Indonesia.
  • 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_69c008acbea48190991c6b834bb45d65 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c062547cd48190a2715537b961262e completed March 22, 2026, 9:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69c16f366cfc81909cca73677268821a completed March 23, 2026, 4:49 p.m.
NEDg Description generation batch_69c1e375c5948190ad166089e866694a completed March 24, 2026, 1:05 a.m.
NED2 Entity disambiguation (via description) batch_69c1e43fa8348190a2247996d88b5011 completed March 24, 2026, 1:09 a.m.
Created at: March 22, 2026, 4:20 p.m.