Triple

T2322953
Position Surface form Disambiguated ID Type / Status
Subject Shuar people E48222 entity
Predicate languageFamily P1047 FINISHED
Object Jivaroan languages
Jivaroan languages are a small family of indigenous languages spoken in the Amazonian regions of Ecuador and Peru, known for their complex verbal morphology and association with groups such as the Shuar.
E257471 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: Jivaroan languages | Statement: [Shuar people, languageFamily, Jivaroan languages]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Jivaroan languages
Context triple: [Shuar people, languageFamily, Jivaroan languages]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Kurumba languages
    The Kurumba languages are a group of closely related Dravidian tribal languages spoken primarily by the Kurumba people in parts of southern India, especially in the Nilgiri and surrounding hill regions.
  • E. Andean languages
    Andean languages are a group of indigenous language families spoken primarily in the Andes mountains of South America, including major languages like Quechua and Aymara.
  • 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: Jivaroan languages
Triple: [Shuar people, languageFamily, Jivaroan languages]
Generated description
Jivaroan languages are a small family of indigenous languages spoken in the Amazonian regions of Ecuador and Peru, known for their complex verbal morphology and association with groups such as the Shuar.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Jivaroan languages
Target entity description: Jivaroan languages are a small family of indigenous languages spoken in the Amazonian regions of Ecuador and Peru, known for their complex verbal morphology and association with groups such as the Shuar.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Kurumba languages
    The Kurumba languages are a group of closely related Dravidian tribal languages spoken primarily by the Kurumba people in parts of southern India, especially in the Nilgiri and surrounding hill regions.
  • E. Andean languages
    Andean languages are a group of indigenous language families spoken primarily in the Andes mountains of South America, including major languages like Quechua and Aymara.
  • 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_69a88aa308a88190b0b86c011fda7fce completed March 4, 2026, 7:40 p.m.
NER Named-entity recognition batch_69abc645bac081908c0b161d0ca99aaf completed March 7, 2026, 6:31 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae96139e688190847bfa872bd08ed4 completed March 9, 2026, 9:42 a.m.
NEDg Description generation batch_69ae971aa3bc8190b0b8b216106dca90 completed March 9, 2026, 9:47 a.m.
NED2 Entity disambiguation (via description) batch_69ae9795cf048190bc7a01ef86c12138 completed March 9, 2026, 9:49 a.m.
Created at: March 4, 2026, 7:49 p.m.