Triple

T8359880
Position Surface form Disambiguated ID Type / Status
Subject Chiquitano E196979 entity
Predicate languageFamily P1047 FINISHED
Object Chiquitano language family
The Chiquitano language family is a small indigenous language group of lowland Bolivia, centered on the Chiquitano people and their historically missionized region in eastern Santa Cruz.
 E728898 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: Chiquitano language family | Statement: [Chiquitano, languageFamily, Chiquitano language family]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Chiquitano language family
Context triple: [Chiquitano, languageFamily, Chiquitano language family]
  • A. Malaita–San Cristobal languages
    The Malaita–San Cristobal languages are a subgroup of Oceanic languages spoken primarily on Malaita and Makira (San Cristobal) in the Solomon Islands, known for their shared phonological and grammatical features within the Southeast Solomonic branch.
  • B. Tepehua language family
    The Tepehua language family is a small group of indigenous Mesoamerican languages spoken in eastern Mexico, closely associated with and often grouped alongside the Totonac languages.
  • C. Tucanoan languages
    The Tucanoan languages are a family of indigenous languages spoken primarily in the northwestern Amazon Basin of Colombia, Brazil, and Peru, known for complex evidentiality systems and extensive multilingualism among their speakers.
  • D. Chocoan languages
    The Chocoan languages are a small family of indigenous languages spoken primarily in western Colombia and eastern Panama, known for including the Emberá and Wounaan languages.
  • E. Nahuan languages
    The Nahuan languages are a branch of the Uto-Aztecan language family that includes Nahuatl and related indigenous languages historically spoken by the Aztecs and other peoples of central Mexico.
  • 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: Chiquitano language family
Triple: [Chiquitano, languageFamily, Chiquitano language family]
Generated description
The Chiquitano language family is a small indigenous language group of lowland Bolivia, centered on the Chiquitano people and their historically missionized region in eastern Santa Cruz.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Chiquitano language family
Target entity description: The Chiquitano language family is a small indigenous language group of lowland Bolivia, centered on the Chiquitano people and their historically missionized region in eastern Santa Cruz.
  • A. Malaita–San Cristobal languages
    The Malaita–San Cristobal languages are a subgroup of Oceanic languages spoken primarily on Malaita and Makira (San Cristobal) in the Solomon Islands, known for their shared phonological and grammatical features within the Southeast Solomonic branch.
  • B. Tepehua language family
    The Tepehua language family is a small group of indigenous Mesoamerican languages spoken in eastern Mexico, closely associated with and often grouped alongside the Totonac languages.
  • C. Tucanoan languages
    The Tucanoan languages are a family of indigenous languages spoken primarily in the northwestern Amazon Basin of Colombia, Brazil, and Peru, known for complex evidentiality systems and extensive multilingualism among their speakers.
  • D. Chocoan languages
    The Chocoan languages are a small family of indigenous languages spoken primarily in western Colombia and eastern Panama, known for including the Emberá and Wounaan languages.
  • E. Nahuan languages
    The Nahuan languages are a branch of the Uto-Aztecan language family that includes Nahuatl and related indigenous languages historically spoken by the Aztecs and other peoples of central Mexico.
  • 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_69ca82f2dbe48190aba982e75a0d94de completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb807134008190b4671326e0414210 completed March 31, 2026, 8:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69cdc775a548819090c83d916b352f41 completed April 2, 2026, 1:33 a.m.
NEDg Description generation batch_69cdcc872cc081909c75b3fb08b03e3f completed April 2, 2026, 1:55 a.m.
NED2 Entity disambiguation (via description) batch_69cdd15b53748190966a94b7e8c04880 completed April 2, 2026, 2:15 a.m.
Created at: March 30, 2026, 6 p.m.