Triple

T2593789
Position Surface form Disambiguated ID Type / Status
Subject Siouan languages E58181 entity
Predicate majorLanguage P207 FINISHED
Object 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.
 E283876 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: Quapaw language | Statement: [Siouan languages, majorLanguage, Quapaw language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Quapaw language
Context triple: [Siouan languages, majorLanguage, Quapaw language]
  • A. Cocopah language
    The Cocopah language is a Yuman language traditionally spoken by the Cocopah people of the lower Colorado River region in the southwestern United States and northwestern Mexico.
  • B. Pawnee language
    The Pawnee language is a critically endangered Caddoan language traditionally spoken by the Pawnee people of what is now Nebraska and Oklahoma.
  • 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. Osage language
    The Osage language is a Siouan language traditionally spoken by the Osage people of the central United States, now the focus of revitalization and preservation efforts.
  • E. Walapai language
    The Walapai language is a Native American language of the Yuman family traditionally spoken by the Hualapai people of northwestern Arizona.
  • 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: Quapaw language
Triple: [Siouan languages, majorLanguage, Quapaw language]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Quapaw language
Target entity description: 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.
  • A. Cocopah language
    The Cocopah language is a Yuman language traditionally spoken by the Cocopah people of the lower Colorado River region in the southwestern United States and northwestern Mexico.
  • B. Pawnee language
    The Pawnee language is a critically endangered Caddoan language traditionally spoken by the Pawnee people of what is now Nebraska and Oklahoma.
  • 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. Osage language
    The Osage language is a Siouan language traditionally spoken by the Osage people of the central United States, now the focus of revitalization and preservation efforts.
  • E. Walapai language
    The Walapai language is a Native American language of the Yuman family traditionally spoken by the Hualapai people of northwestern Arizona.
  • 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_69ab4ac019c8819094add11c46706e32 completed March 6, 2026, 9:44 p.m.
NER Named-entity recognition batch_69abd426e2d4819081a07920b4d2a1cc completed March 7, 2026, 7:30 a.m.
NED1 Entity disambiguation (via context triple) batch_69af907835188190914a241e8bdf0d4f completed March 10, 2026, 3:31 a.m.
NEDg Description generation batch_69af90f63dac8190b3282b5029d22fab completed March 10, 2026, 3:33 a.m.
NED2 Entity disambiguation (via description) batch_69af918e7b50819082f37f9cdb3271a2 completed March 10, 2026, 3:35 a.m.
Created at: March 6, 2026, 9:49 p.m.