Triple

T9192187
Position Surface form Disambiguated ID Type / Status
Subject Aslian languages E220616 entity
Predicate hasMemberLanguage P7390 FINISHED
Object Batek language
The Batek language is an Austroasiatic Aslian language spoken by the indigenous Batek people of Peninsular Malaysia.
 E783998 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: Batek language | Statement: [Aslian languages, hasMemberLanguage, Batek language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Batek language
Context triple: [Aslian languages, hasMemberLanguage, Batek language]
  • A. Busoa language
    The Busoa language is an Austronesian language spoken by a small community in Southeast Sulawesi, Indonesia.
  • B. Agutaynen language
    Agutaynen is an Austronesian language spoken by the Agutaynen people of Palawan in the Philippines.
  • C. Baka language
    The Baka language is a Central African language spoken primarily by the Baka Pygmy communities in parts of Cameroon, Gabon, and the Republic of the Congo.
  • D. Opata language
    The Opata language is an extinct Uto-Aztecan language once spoken by the Opata people of northern Mexico, particularly in the present-day state of Sonora.
  • E. Biate language
    Biate language is a Tibeto-Burman language spoken primarily by the Biate people in parts of northeastern India, including the North Cachar Hills region.
  • 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: Batek language
Triple: [Aslian languages, hasMemberLanguage, Batek language]
Generated description
The Batek language is an Austroasiatic Aslian language spoken by the indigenous Batek people of Peninsular Malaysia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Batek language
Target entity description: The Batek language is an Austroasiatic Aslian language spoken by the indigenous Batek people of Peninsular Malaysia.
  • A. Busoa language
    The Busoa language is an Austronesian language spoken by a small community in Southeast Sulawesi, Indonesia.
  • B. Agutaynen language
    Agutaynen is an Austronesian language spoken by the Agutaynen people of Palawan in the Philippines.
  • C. Baka language
    The Baka language is a Central African language spoken primarily by the Baka Pygmy communities in parts of Cameroon, Gabon, and the Republic of the Congo.
  • D. Opata language
    The Opata language is an extinct Uto-Aztecan language once spoken by the Opata people of northern Mexico, particularly in the present-day state of Sonora.
  • E. Biate language
    Biate language is a Tibeto-Burman language spoken primarily by the Biate people in parts of northeastern India, including the North Cachar Hills region.
  • 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_69ccd5c077b4819086c74e91ee4bd75e 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_69d05ddd28008190b82c42220871e73f completed April 4, 2026, 12:39 a.m.
Created at: March 30, 2026, 7:24 p.m.