Triple

T1082509
Position Surface form Disambiguated ID Type / Status
Subject Malay E23976 entity
Predicate closelyRelatedTo P37 FINISHED
Object Banjar language
The Banjar language is an Austronesian language spoken primarily by the Banjar people of South Kalimantan, Indonesia, and is considered a regional variety closely associated with the broader Malay linguistic family.
 E133295 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: Banjar language | Statement: [Malay, closelyRelatedTo, Banjar language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Banjar language
Context triple: [Malay, closelyRelatedTo, Banjar language]
  • A. Angkola language
    Angkola language is an Austronesian language of the Batak group spoken primarily by the Angkola people in North Sumatra, Indonesia.
  • B. Fala language
    Fala is a small Ibero-Romance language spoken in a few villages in Spain’s Extremadura region, notable for its close relation to Galician-Portuguese and its strong local identity.
  • C. Buginese language
    Buginese language is an Austronesian language spoken primarily by the Bugis people of South Sulawesi, Indonesia, known for its traditional Lontara script and rich literary heritage.
  • D. Berom language
    The Berom language is a Plateau language spoken primarily by the Berom people in Nigeria’s Middle Belt region, especially around Jos in Plateau State.
  • E. Batak languages
    The Batak languages are a group of closely related Austronesian languages spoken primarily by the Batak people of North Sumatra, 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: Banjar language
Triple: [Malay, closelyRelatedTo, Banjar language]
Generated description
The Banjar language is an Austronesian language spoken primarily by the Banjar people of South Kalimantan, Indonesia, and is considered a regional variety closely associated with the broader Malay linguistic family.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Banjar language
Target entity description: The Banjar language is an Austronesian language spoken primarily by the Banjar people of South Kalimantan, Indonesia, and is considered a regional variety closely associated with the broader Malay linguistic family.
  • A. Angkola language
    Angkola language is an Austronesian language of the Batak group spoken primarily by the Angkola people in North Sumatra, Indonesia.
  • B. Fala language
    Fala is a small Ibero-Romance language spoken in a few villages in Spain’s Extremadura region, notable for its close relation to Galician-Portuguese and its strong local identity.
  • C. Buginese language
    Buginese language is an Austronesian language spoken primarily by the Bugis people of South Sulawesi, Indonesia, known for its traditional Lontara script and rich literary heritage.
  • D. Berom language
    The Berom language is a Plateau language spoken primarily by the Berom people in Nigeria’s Middle Belt region, especially around Jos in Plateau State.
  • E. Batak languages
    The Batak languages are a group of closely related Austronesian languages spoken primarily by the Batak people of North Sumatra, 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_69a493f1ddf48190a99d54b00e99f8ce completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b95e56948190a1e92367ad7240b7 completed March 1, 2026, 10:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac662657008190895c5003e669d0bb completed March 7, 2026, 5:53 p.m.
NEDg Description generation batch_69ac669c3d7c819085194c797d41fb5d completed March 7, 2026, 5:55 p.m.
NED2 Entity disambiguation (via description) batch_69ac670ce8b881909d4ea8082f7fe096 completed March 7, 2026, 5:57 p.m.
Created at: March 1, 2026, 7:42 p.m.