Triple

T20016203
Position Surface form Disambiguated ID Type / Status
Subject Macro-Jê languages E494723 entity
Predicate includesLanguage P2177 FINISHED
Object Maxakalí language
The Maxakalí language is an indigenous Brazilian language spoken by the Maxakalí people of Minas Gerais and is notable for being one of the few surviving members of its branch within the Macro-Jê family.
 E1407096 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: Maxakalí language | Statement: [Macro-Jê languages, includesLanguage, Maxakalí language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Maxakalí language
Context triple: [Macro-Jê languages, includesLanguage, Maxakalí 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. Jakaltek language
    The Jakaltek language is a Mayan language spoken primarily by the Jakaltek (Popti’) people of northwestern Guatemala and parts of southern Mexico.
  • C. Curripaco language
    The Curripaco language is an Arawakan language spoken by the Curripaco people of the Northwest Amazon region in Brazil, Colombia, and Venezuela.
  • D. Ktunaxa language
    Ktunaxa language is an isolate Indigenous language spoken by the Ktunaxa (Kutenai) people of the Pacific Northwest region of North America, primarily in southeastern British Columbia and parts of the northwestern United States.
  • E. Kaxabu language
    The Kaxabu language is an indigenous Formosan language of Taiwan spoken by the Kaxabu people and considered highly endangered.
  • 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: Maxakalí language
Triple: [Macro-Jê languages, includesLanguage, Maxakalí language]
Generated description
The Maxakalí language is an indigenous Brazilian language spoken by the Maxakalí people of Minas Gerais and is notable for being one of the few surviving members of its branch within the Macro-Jê family.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Maxakalí language
Target entity description: The Maxakalí language is an indigenous Brazilian language spoken by the Maxakalí people of Minas Gerais and is notable for being one of the few surviving members of its branch within the Macro-Jê family.
  • A. Makushi language
    The Makushi language is an indigenous Cariban language spoken primarily by the Makushi people in northern Brazil and southern Guyana.
  • B. Jakaltek language
    The Jakaltek language is a Mayan language spoken primarily by the Jakaltek (Popti’) people of northwestern Guatemala and parts of southern Mexico.
  • C. Curripaco language
    The Curripaco language is an Arawakan language spoken by the Curripaco people of the Northwest Amazon region in Brazil, Colombia, and Venezuela.
  • D. Ktunaxa language
    Ktunaxa language is an isolate Indigenous language spoken by the Ktunaxa (Kutenai) people of the Pacific Northwest region of North America, primarily in southeastern British Columbia and parts of the northwestern United States.
  • E. Kaxabu language
    The Kaxabu language is an indigenous Formosan language of Taiwan spoken by the Kaxabu people and considered highly endangered.
  • 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_69da626bfd288190aa5d65098b6433ae completed April 11, 2026, 3:02 p.m.
NER Named-entity recognition batch_69e6623cb8188190b95913ffed895930 completed April 20, 2026, 5:28 p.m.
NED1 Entity disambiguation (via context triple) batch_6a080e25511081909f4bd039531c30ec completed May 16, 2026, 6:26 a.m.
NEDg Description generation batch_6a080f164ed88190be61cb4637b2c626 completed May 16, 2026, 6:30 a.m.
NED2 Entity disambiguation (via description) batch_6a080f8bb81c819098d39ad6e1642aa8 completed May 16, 2026, 6:32 a.m.
Created at: April 11, 2026, 3:34 p.m.