Triple

T9051650
Position Surface form Disambiguated ID Type / Status
Subject Palaungic E216897 entity
Predicate hasLanguage P15 FINISHED
Object Riang language
The Riang language is an Austroasiatic language spoken by the Riang people of Myanmar and neighboring regions, belonging to the Palaungic branch and characterized by multiple dialects and significant contact influence from surrounding languages.
 E775499 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: Riang language | Statement: [Palaungic, hasLanguage, Riang language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Riang language
Context triple: [Palaungic, hasLanguage, Riang language]
  • A. 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.
  • B. Nachiring language
    Nachiring language is a lesser-known Kiranti language spoken by the Nachiring people in eastern Nepal.
  • C. Baniwa language
    Baniwa is an Arawakan Indigenous language spoken primarily along the Rio Negro in northwestern Brazil, as well as in parts of Colombia and Venezuela.
  • D. Ronga language
    The Ronga language is a Bantu language spoken primarily in southern Mozambique, closely related to Tsonga and used by the Ronga people in the Maputo region.
  • E. Tyap language
    Tyap language is a Plateau language of the Niger-Congo family spoken predominantly by the Atyap people in southern Kaduna State, Nigeria.
  • 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: Riang language
Triple: [Palaungic, hasLanguage, Riang language]
Generated description
The Riang language is an Austroasiatic language spoken by the Riang people of Myanmar and neighboring regions, belonging to the Palaungic branch and characterized by multiple dialects and significant contact influence from surrounding languages.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Riang language
Target entity description: The Riang language is an Austroasiatic language spoken by the Riang people of Myanmar and neighboring regions, belonging to the Palaungic branch and characterized by multiple dialects and significant contact influence from surrounding languages.
  • A. 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.
  • B. Nachiring language
    Nachiring language is a lesser-known Kiranti language spoken by the Nachiring people in eastern Nepal.
  • C. Baniwa language
    Baniwa is an Arawakan Indigenous language spoken primarily along the Rio Negro in northwestern Brazil, as well as in parts of Colombia and Venezuela.
  • D. Ronga language
    The Ronga language is a Bantu language spoken primarily in southern Mozambique, closely related to Tsonga and used by the Ronga people in the Maputo region.
  • E. Tyap language
    Tyap language is a Plateau language of the Niger-Congo family spoken predominantly by the Atyap people in southern Kaduna State, Nigeria.
  • 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_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.