Triple

T1971659
Position Surface form Disambiguated ID Type / Status
Subject Creek (Muscogee) Nation E42814 entity
Predicate hasLanguage P15 FINISHED
Object Muscogee language
The Muscogee language is a Native American Muskogean language traditionally spoken by the Muscogee (Creek) people of the southeastern United States.
E220238 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: Muscogee language | Statement: [Creek (Muscogee) Nation, hasLanguage, Muscogee language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Muscogee language
Context triple: [Creek (Muscogee) Nation, hasLanguage, Muscogee language]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Muskogean languages
    The Muskogean languages are a family of indigenous languages of the Southeastern United States, traditionally spoken by Native American peoples such as the Creek, Choctaw, Chickasaw, and Seminole.
  • E. Kickapoo language
    Kickapoo language is an endangered Central Algonquian language traditionally spoken by the Kickapoo people in parts of the United States and 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: Muscogee language
Triple: [Creek (Muscogee) Nation, hasLanguage, Muscogee language]
Generated description
The Muscogee language is a Native American Muskogean language traditionally spoken by the Muscogee (Creek) people of the southeastern United States.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Muscogee language
Target entity description: The Muscogee language is a Native American Muskogean language traditionally spoken by the Muscogee (Creek) people of the southeastern United States.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Muskogean languages
    The Muskogean languages are a family of indigenous languages of the Southeastern United States, traditionally spoken by Native American peoples such as the Creek, Choctaw, Chickasaw, and Seminole.
  • E. Kickapoo language
    Kickapoo language is an endangered Central Algonquian language traditionally spoken by the Kickapoo people in parts of the United States and 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_69a8871289048190b00b0d7744b7b2b1 completed March 4, 2026, 7:25 p.m.
NER Named-entity recognition batch_69abb3f275408190affa93f8cb6a8184 completed March 7, 2026, 5:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69adfbdb5d7c8190ab3e7c368041c641 completed March 8, 2026, 10:44 p.m.
NEDg Description generation batch_69adfcae8a348190aa5688d0d183c323 completed March 8, 2026, 10:48 p.m.
NED2 Entity disambiguation (via description) batch_69adfd713c4081908a2fae2fada76dae completed March 8, 2026, 10:51 p.m.
Created at: March 4, 2026, 7:36 p.m.