Triple

T8648561

Position	Surface form	Disambiguated ID	Type / Status
Subject	Choctaw language	`E205040`	entity
Predicate	hasDialect	`P4251`	FINISHED
Object	Louisiana Choctaw Louisiana Choctaw is a regional variety of the Choctaw language traditionally spoken by Choctaw communities in Louisiana, reflecting their distinct cultural and historical heritage.	`E749629`	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: Louisiana Choctaw | Statement: [Choctaw language, hasDialect, Louisiana Choctaw]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Louisiana Choctaw
Context triple: [Choctaw language, hasDialect, Louisiana Choctaw]

A. Coushatta Tribe of Louisiana
The Coushatta Tribe of Louisiana is a federally recognized Native American nation of the Koasati people, historically from the Southeastern Woodlands and now based in southwestern Louisiana.
B. Mississippi Band of Choctaw Indians
The Mississippi Band of Choctaw Indians is a federally recognized Native American tribe in Mississippi that maintains its own government, cultural traditions, and reservation lands as descendants of the historic Choctaw people.
C. Chitimacha
The Chitimacha are a Native American people indigenous to southern Louisiana, known for their intricate river cane basketry and enduring cultural presence along the Gulf Coast.
D. Chickasaw Nation
The Chickasaw Nation is a federally recognized Native American tribe originally from the Southeastern United States, known for its forced relocation along the Trail of Tears and its contemporary self-governance and cultural preservation efforts in Oklahoma.
E. Caddo
The Caddo are a Native American people historically known for their complex agricultural societies, mound-building traditions, and presence in what is now the southeastern United States, particularly in parts of Texas, Louisiana, Arkansas, and Oklahoma.
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: Louisiana Choctaw
Triple: [Choctaw language, hasDialect, Louisiana Choctaw]

Generated description

Louisiana Choctaw is a regional variety of the Choctaw language traditionally spoken by Choctaw communities in Louisiana, reflecting their distinct cultural and historical heritage.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Louisiana Choctaw
Target entity description: Louisiana Choctaw is a regional variety of the Choctaw language traditionally spoken by Choctaw communities in Louisiana, reflecting their distinct cultural and historical heritage.

A. Coushatta Tribe of Louisiana
The Coushatta Tribe of Louisiana is a federally recognized Native American nation of the Koasati people, historically from the Southeastern Woodlands and now based in southwestern Louisiana.
B. Mississippi Band of Choctaw Indians
The Mississippi Band of Choctaw Indians is a federally recognized Native American tribe in Mississippi that maintains its own government, cultural traditions, and reservation lands as descendants of the historic Choctaw people.
C. Chitimacha
The Chitimacha are a Native American people indigenous to southern Louisiana, known for their intricate river cane basketry and enduring cultural presence along the Gulf Coast.
D. Chickasaw Nation
The Chickasaw Nation is a federally recognized Native American tribe originally from the Southeastern United States, known for its forced relocation along the Trail of Tears and its contemporary self-governance and cultural preservation efforts in Oklahoma.
E. Caddo
The Caddo are a Native American people historically known for their complex agricultural societies, mound-building traditions, and presence in what is now the southeastern United States, particularly in parts of Texas, Louisiana, Arkansas, and Oklahoma.
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_69ca834e56848190abb0eeaec9dedd32`	completed	March 30, 2026, 2:06 p.m.
NER	Named-entity recognition	`batch_69cc4812b7bc8190acb40da57cad293a`	completed	March 31, 2026, 10:17 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69ceccc166548190a1dd706041e4bfa2`	completed	April 2, 2026, 8:08 p.m.
NEDg	Description generation	`batch_69cece1681288190a6c99407bc2f0bdd`	completed	April 2, 2026, 8:14 p.m.
NED2	Entity disambiguation (via description)	`batch_69cecec118ac81909fbcafe841354c32`	completed	April 2, 2026, 8:17 p.m.

Created at: March 30, 2026, 6:29 p.m.