Triple

T9192530
Position Surface form Disambiguated ID Type / Status
Subject Wa language E220623 entity
Predicate closelyRelatedTo P37 FINISHED
Object Bulang language
The Bulang language is a Mon–Khmer language spoken primarily by the Bulang ethnic group in parts of Yunnan, China.
 E783501 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: Bulang language | Statement: [Wa language, closelyRelatedTo, Bulang language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bulang language
Context triple: [Wa language, closelyRelatedTo, Bulang language]
  • A. Balangao language
    The Balangao language is an Austronesian language spoken by the Balangao people in the Mountain Province of the northern Philippines.
  • B. Baliwon language
    The Baliwon language is a lesser-known Austronesian language spoken by an indigenous community in the northern Philippines, belonging to the Philippine–Cordilleran subgroup.
  • C. Buhid language
    The Buhid language is an Austronesian language spoken by the Buhid Mangyan people of Mindoro in the Philippines, known for its indigenous Buhid script.
  • D. Bolinao language
    The Bolinao language is an Austronesian language spoken primarily in the town of Bolinao in Pangasinan, Philippines, and is closely associated with the Sambalic subgroup of Philippine languages.
  • E. Kalanguya language
    The Kalanguya language is an Austronesian language spoken by the Kalanguya people in the northern Luzon highlands of the Philippines.
  • 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: Bulang language
Triple: [Wa language, closelyRelatedTo, Bulang language]
Generated description
The Bulang language is a Mon–Khmer language spoken primarily by the Bulang ethnic group in parts of Yunnan, China.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bulang language
Target entity description: The Bulang language is a Mon–Khmer language spoken primarily by the Bulang ethnic group in parts of Yunnan, China.
  • A. Balangao language
    The Balangao language is an Austronesian language spoken by the Balangao people in the Mountain Province of the northern Philippines.
  • B. Baliwon language
    The Baliwon language is a lesser-known Austronesian language spoken by an indigenous community in the northern Philippines, belonging to the Philippine–Cordilleran subgroup.
  • C. Buhid language
    The Buhid language is an Austronesian language spoken by the Buhid Mangyan people of Mindoro in the Philippines, known for its indigenous Buhid script.
  • D. Bolinao language
    The Bolinao language is an Austronesian language spoken primarily in the town of Bolinao in Pangasinan, Philippines, and is closely associated with the Sambalic subgroup of Philippine languages.
  • E. Kalanguya language
    The Kalanguya language is an Austronesian language spoken by the Kalanguya people in the northern Luzon highlands of the Philippines.
  • 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_69ca83e7ba70819088b74866d9da2c30 completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69ccd5c1fa9c8190bc5cc6dce8778694 completed April 1, 2026, 8:22 a.m.
NED1 Entity disambiguation (via context triple) batch_69d05c2bb2c481909db8c223aececf37 completed April 4, 2026, 12:32 a.m.
NEDg Description generation batch_69d05d4ec9d48190bb425fe0449f4bf2 completed April 4, 2026, 12:37 a.m.
NED2 Entity disambiguation (via description) batch_69d05dde94f08190aec82aa680ca0dce completed April 4, 2026, 12:39 a.m.
Created at: March 30, 2026, 7:24 p.m.