Triple

T6566733
Position Surface form Disambiguated ID Type / Status
Subject Toraja-Saʼdan language E153924 entity
Predicate closelyRelatedTo P37 FINISHED
Object Mamasa language
The Mamasa language is an Austronesian language of Sulawesi, Indonesia, spoken by the Mamasa people and closely associated with the Toraja cultural-linguistic area.
 E603065 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: Mamasa language | Statement: [Toraja-Saʼdan language, closelyRelatedTo, Mamasa language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Mamasa language
Context triple: [Toraja-Saʼdan language, closelyRelatedTo, Mamasa language]
  • A. Makushi language
    The Makushi language is an indigenous Cariban language spoken primarily by the Makushi people in northern Brazil and southern Guyana.
  • B. Pemon language
    Pemon language is an indigenous Cariban language spoken primarily by the Pemon people of southeastern Venezuela and neighboring regions of Brazil and Guyana.
  • C. Enawené-Nawé language
    The Enawené-Nawé language is an indigenous Arawakan language spoken by the Enawené-Nawé people of the Brazilian Amazon, known for its highly endangered status and rich oral tradition.
  • D. Tsimané language
    The Tsimané language is an indigenous South American language of the Mosetenan family spoken by the Tsimané people of Bolivia’s Amazonian lowlands.
  • E. Arhuaco language
    The Arhuaco language is an indigenous Chibchan language spoken by the Arhuaco people in Colombia’s Sierra Nevada de Santa Marta 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: Mamasa language
Triple: [Toraja-Saʼdan language, closelyRelatedTo, Mamasa language]
Generated description
The Mamasa language is an Austronesian language of Sulawesi, Indonesia, spoken by the Mamasa people and closely associated with the Toraja cultural-linguistic area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Mamasa language
Target entity description: The Mamasa language is an Austronesian language of Sulawesi, Indonesia, spoken by the Mamasa people and closely associated with the Toraja cultural-linguistic area.
  • A. Makushi language
    The Makushi language is an indigenous Cariban language spoken primarily by the Makushi people in northern Brazil and southern Guyana.
  • B. Pemon language
    Pemon language is an indigenous Cariban language spoken primarily by the Pemon people of southeastern Venezuela and neighboring regions of Brazil and Guyana.
  • C. Enawené-Nawé language
    The Enawené-Nawé language is an indigenous Arawakan language spoken by the Enawené-Nawé people of the Brazilian Amazon, known for its highly endangered status and rich oral tradition.
  • D. Tsimané language
    The Tsimané language is an indigenous South American language of the Mosetenan family spoken by the Tsimané people of Bolivia’s Amazonian lowlands.
  • E. Arhuaco language
    The Arhuaco language is an indigenous Chibchan language spoken by the Arhuaco people in Colombia’s Sierra Nevada de Santa Marta 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_69c6880cb35881909b763eb0125236b9 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6ae5381e88190b44dc4440efdd8ae completed March 27, 2026, 4:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6d564cb908190bb8885e6c8d8abac completed March 27, 2026, 7:07 p.m.
NEDg Description generation batch_69c6d676e43081909bf2a9cceff0b9b3 completed March 27, 2026, 7:11 p.m.
NED2 Entity disambiguation (via description) batch_69c6d843bad081909ebb887f32ea4195 completed March 27, 2026, 7:19 p.m.
Created at: March 27, 2026, 1:53 p.m.