Triple

T1852594
Position Surface form Disambiguated ID Type / Status
Subject Choctaw Nation E41628 entity
Predicate language P15 FINISHED
Object Choctaw language
The Choctaw language is a Native American Muskogean language traditionally spoken by the Choctaw people of the southeastern United States, particularly in Oklahoma and Mississippi.
 E205040 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: Choctaw language | Statement: [Choctaw Nation, language, Choctaw language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Choctaw language
Context triple: [Choctaw Nation, language, Choctaw language]
  • A. Cherokee language
    The Cherokee language is an indigenous Iroquoian language of the Cherokee people, notable for its unique syllabary writing system developed by Sequoyah in the early 19th century.
  • B. Shawnee language
    The Shawnee language is a Native American language traditionally spoken by the Shawnee people, belonging to the Central Algonquian branch and now considered endangered.
  • C. Kickapoo language
    Kickapoo language is an endangered Central Algonquian language traditionally spoken by the Kickapoo people in parts of the United States and Mexico.
  • D. Potawatomi language
    The Potawatomi language is an Algonquian Indigenous language of the Great Lakes region, traditionally spoken by the Potawatomi people in parts of the United States and Canada.
  • E. Caddoan languages
    Caddoan languages are a family of Native American languages historically spoken in the central United States by several Indigenous groups, including the Caddo, Pawnee, Arikara, Wichita, and Kitsai peoples.
  • 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: Choctaw language
Triple: [Choctaw Nation, language, Choctaw language]
Generated description
The Choctaw language is a Native American Muskogean language traditionally spoken by the Choctaw people of the southeastern United States, particularly in Oklahoma and Mississippi.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Choctaw language
Target entity description: The Choctaw language is a Native American Muskogean language traditionally spoken by the Choctaw people of the southeastern United States, particularly in Oklahoma and Mississippi.
  • A. Cherokee language
    The Cherokee language is an indigenous Iroquoian language of the Cherokee people, notable for its unique syllabary writing system developed by Sequoyah in the early 19th century.
  • B. Shawnee language
    The Shawnee language is a Native American language traditionally spoken by the Shawnee people, belonging to the Central Algonquian branch and now considered endangered.
  • C. Kickapoo language
    Kickapoo language is an endangered Central Algonquian language traditionally spoken by the Kickapoo people in parts of the United States and Mexico.
  • D. Potawatomi language
    The Potawatomi language is an Algonquian Indigenous language of the Great Lakes region, traditionally spoken by the Potawatomi people in parts of the United States and Canada.
  • E. Caddoan languages
    Caddoan languages are a family of Native American languages historically spoken in the central United States by several Indigenous groups, including the Caddo, Pawnee, Arikara, Wichita, and Kitsai peoples.
  • 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_69a8864a83848190a4ec02721306c511 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69abb06999f4819086386aafb789a368 completed March 7, 2026, 4:58 a.m.
NED1 Entity disambiguation (via context triple) batch_69adc9c81f2c81908339f6a1d1987631 completed March 8, 2026, 7:11 p.m.
NEDg Description generation batch_69adcb1565a881908dfc906654429e3f completed March 8, 2026, 7:16 p.m.
NED2 Entity disambiguation (via description) batch_69adcbbc8a108190ad77e91f2ec14b8f completed March 8, 2026, 7:19 p.m.
Created at: March 4, 2026, 7:33 p.m.