Triple

T2882073
Position Surface form Disambiguated ID Type / Status
Subject Muskogean languages E59418 entity
Predicate hasLanguage P15 FINISHED
Object Natchez language
The Natchez language is an extinct Native American language once spoken by the Natchez people of the lower Mississippi Valley, notable for its complex grammar and unique status as a linguistic isolate with only distant areal ties to neighboring Muskogean languages.
 E307026 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: Natchez language | Statement: [Muskogean languages, hasLanguage, Natchez language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Natchez language
Context triple: [Muskogean languages, hasLanguage, Natchez language]
  • A. Chickasaw language
    Chickasaw language is a critically endangered Muskogean language of the Native American Chickasaw people, traditionally spoken in parts of Oklahoma and the southeastern United States.
  • B. 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.
  • C. Quapaw language
    The Quapaw language is an endangered Native American language of the Dhegiha branch of the Siouan family, traditionally spoken by the Quapaw people of the central United States.
  • D. Biloxi language
    The Biloxi language is an extinct Siouan language once spoken by the Biloxi people of the Gulf Coast region of the United States.
  • E. Muscogee language
    The Muscogee language is a Native American Muskogean language traditionally spoken by the Muscogee (Creek) people of the southeastern United States.
  • 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: Natchez language
Triple: [Muskogean languages, hasLanguage, Natchez language]
Generated description
The Natchez language is an extinct Native American language once spoken by the Natchez people of the lower Mississippi Valley, notable for its complex grammar and unique status as a linguistic isolate with only distant areal ties to neighboring Muskogean languages.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Natchez language
Target entity description: The Natchez language is an extinct Native American language once spoken by the Natchez people of the lower Mississippi Valley, notable for its complex grammar and unique status as a linguistic isolate with only distant areal ties to neighboring Muskogean languages.
  • A. Chickasaw language
    Chickasaw language is a critically endangered Muskogean language of the Native American Chickasaw people, traditionally spoken in parts of Oklahoma and the southeastern United States.
  • B. 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.
  • C. Quapaw language
    The Quapaw language is an endangered Native American language of the Dhegiha branch of the Siouan family, traditionally spoken by the Quapaw people of the central United States.
  • D. Biloxi language
    The Biloxi language is an extinct Siouan language once spoken by the Biloxi people of the Gulf Coast region of the United States.
  • E. Muscogee language
    The Muscogee language is a Native American Muskogean language traditionally spoken by the Muscogee (Creek) people of the southeastern United States.
  • 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_69ab4ac739188190a112f42a5a69c951 completed March 6, 2026, 9:44 p.m.
NER Named-entity recognition batch_69abe02aa5948190a2e0bd9168232bd5 completed March 7, 2026, 8:22 a.m.
NED1 Entity disambiguation (via context triple) batch_69b03167d7dc819093e91e0d42f3de6f completed March 10, 2026, 2:57 p.m.
NEDg Description generation batch_69b03549ed388190b478614397076361 completed March 10, 2026, 3:14 p.m.
NED2 Entity disambiguation (via description) batch_69b035f849888190a5b9ee15aa456522 completed March 10, 2026, 3:17 p.m.
Created at: March 6, 2026, 10:03 p.m.