Triple

T111642
Position Surface form Disambiguated ID Type / Status
Subject Yuman language family E2260 entity
Predicate hasMemberLanguage P7390 FINISHED
Object Quechan language
The Quechan language is a Native American language spoken by the Quechan (Yuma) people of the lower Colorado River region in the southwestern United States.
E12184 NE FINISHED

How this triple was built (5 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: Quechan language | Statement: [Yuman language family, hasMemberLanguage, Quechan language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Quechan language
Context triple: [Yuman language family, hasMemberLanguage, Quechan language]
  • A. Aymara
    Aymara is an indigenous language spoken primarily by the Aymara people of the central Andes in countries such as Bolivia, Peru, and Chile.
  • B. Quechan people
    The Quechan people are a Native American tribe traditionally living along the lower Colorado River in what is now southeastern California and southwestern Arizona, known for their rich oral traditions, agriculture, and riverine culture.
  • C. Hokan languages
    Hokan languages are a proposed but controversial grouping of several Native American language families of the western United States and Mexico that share certain typological and lexical similarities.
  • D. Wampanoag language
    The Wampanoag language is an Algonquian Native American language of the northeastern United States that has been the focus of significant revitalization efforts after having no native speakers for many generations.
  • E. Kichwa
    Kichwa is a Quechuan indigenous language variety widely spoken by Andean communities in Ecuador and neighboring regions.
  • 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: Quechan language
Triple: [Yuman language family, hasMemberLanguage, Quechan language]
Generated description
The Quechan language is a Native American language spoken by the Quechan (Yuma) people of the lower Colorado River region in the southwestern United States.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Quechan language
Target entity description: The Quechan language is a Native American language spoken by the Quechan (Yuma) people of the lower Colorado River region in the southwestern United States.
  • A. Aymara
    Aymara is an indigenous language spoken primarily by the Aymara people of the central Andes in countries such as Bolivia, Peru, and Chile.
  • B. Quechan people
    The Quechan people are a Native American tribe traditionally living along the lower Colorado River in what is now southeastern California and southwestern Arizona, known for their rich oral traditions, agriculture, and riverine culture.
  • C. Hokan languages
    Hokan languages are a proposed but controversial grouping of several Native American language families of the western United States and Mexico that share certain typological and lexical similarities.
  • D. Wampanoag language
    The Wampanoag language is an Algonquian Native American language of the northeastern United States that has been the focus of significant revitalization efforts after having no native speakers for many generations.
  • E. Kichwa
    Kichwa is a Quechuan indigenous language variety widely spoken by Andean communities in Ecuador and neighboring regions.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasMemberLanguage
Context triple: [Yuman language family, hasMemberLanguage, Quechan language]
  • A. hasLanguageGroup
    Indicates that an entity belongs to, is associated with, or is categorized under a particular language group.
  • B. isLanguageOf
    Indicates that a particular language is used as the official or primary language associated with a given entity (such as a person, document, or region).
  • C. hasSignificantLanguage
    Indicates that an entity possesses a language that plays an important or primary role in its communication, identity, or functioning.
  • D. includesLanguage
    Indicates that one entity contains, supports, or makes use of a specified language as part of its content, functionality, or representation.
  • E. hasProtoLanguage
    Indicates that a language or language family originates from, or is derived from, a specified proto-language.
  • F. None of above. chosen

Provenance (7 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_69a24fcdaeb48190a2d796677e4b3281 completed Feb. 28, 2026, 2:15 a.m.
NER Named-entity recognition batch_69a258b58efc8190959c86f73d67b744 completed Feb. 28, 2026, 2:53 a.m.
NED1 Entity disambiguation (via context triple) batch_69a2850039588190a5f3ec0ba1b3cdda completed Feb. 28, 2026, 6:02 a.m.
NEDg Description generation batch_69a2861e7b8481909d1173ac577f324c completed Feb. 28, 2026, 6:07 a.m.
NED2 Entity disambiguation (via description) batch_69a2874caf108190ad02d9b2e2f6b646 completed Feb. 28, 2026, 6:12 a.m.
PD Predicate disambiguation batch_69a25641058c8190b5b64509b35d8176 completed Feb. 28, 2026, 2:43 a.m.
PDg Predicate description generation batch_69a258b30f6c8190be2181f30c40e04d completed Feb. 28, 2026, 2:53 a.m.
Created at: Feb. 28, 2026, 2:20 a.m.