Triple

T2882070
Position Surface form Disambiguated ID Type / Status
Subject Muskogean languages E59418 entity
Predicate hasLanguage P15 FINISHED
Object Hitchiti language
The Hitchiti language is an extinct Native American tongue of the Muskogean family once spoken by the Hitchiti people in the southeastern United States.
 E308815 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: Hitchiti language | Statement: [Muskogean languages, hasLanguage, Hitchiti language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hitchiti language
Context triple: [Muskogean languages, hasLanguage, Hitchiti language]
  • A. Muscogee language
    The Muscogee language is a Native American Muskogean language traditionally spoken by the Muscogee (Creek) people of the southeastern United States.
  • B. 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.
  • 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. 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.
  • E. 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.
  • 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: Hitchiti language
Triple: [Muskogean languages, hasLanguage, Hitchiti language]
Generated description
The Hitchiti language is an extinct Native American tongue of the Muskogean family once spoken by the Hitchiti people in the southeastern United States.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hitchiti language
Target entity description: The Hitchiti language is an extinct Native American tongue of the Muskogean family once spoken by the Hitchiti people in the southeastern United States.
  • A. Muscogee language
    The Muscogee language is a Native American Muskogean language traditionally spoken by the Muscogee (Creek) people of the southeastern United States.
  • B. 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.
  • 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. 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.
  • E. 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.
  • 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_69b055edfd948190ad7433002efa3e53 completed March 10, 2026, 5:33 p.m.
NEDg Description generation batch_69b05f20050c8190bc8401f14957ce6d completed March 10, 2026, 6:12 p.m.
NED2 Entity disambiguation (via description) batch_69b05fa27bec8190ad7b4c3175102851 completed March 10, 2026, 6:14 p.m.
Created at: March 6, 2026, 10:03 p.m.