Triple

T9188137

Position	Surface form	Disambiguated ID	Type / Status
Subject	Chickasaw language	`E220510`	entity
Predicate	regulatingBody	`P86`	FINISHED
Object	Chickasaw Language Revitalization Program The Chickasaw Language Revitalization Program is a tribal initiative dedicated to preserving, teaching, and promoting the use of the Chickasaw language through classes, immersion programs, and community-based resources.	`E784425`	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: Chickasaw Language Revitalization Program | Statement: [Chickasaw language, regulatingBody, Chickasaw Language Revitalization Program]

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

Target entity: Chickasaw Language Revitalization Program
Context triple: [Chickasaw language, regulatingBody, Chickasaw Language Revitalization Program]

A. Puyallup Tribal Language Program
The Puyallup Tribal Language Program is a cultural initiative dedicated to revitalizing, teaching, and preserving the traditional language of the Puyallup Tribe.
B. Wôpanâak Language Reclamation Project
The Wôpanâak Language Reclamation Project is a community-driven initiative to revive and teach the ancestral Wampanoag language after generations of dormancy.
C. 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.
D. Karuk Language Restoration Committee
The Karuk Language Restoration Committee is a community-based organization dedicated to revitalizing and preserving the Karuk language through education, documentation, and cultural programs.
E. Karihwanoron Mohawk Immersion program
Karihwanoron Mohawk Immersion program is a community-based Indigenous language school in Kahnawà:ke dedicated to revitalizing and transmitting the Mohawk language and culture to children through full-time immersion education.
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: Chickasaw Language Revitalization Program
Triple: [Chickasaw language, regulatingBody, Chickasaw Language Revitalization Program]

Generated description

The Chickasaw Language Revitalization Program is a tribal initiative dedicated to preserving, teaching, and promoting the use of the Chickasaw language through classes, immersion programs, and community-based resources.

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

Target entity: Chickasaw Language Revitalization Program
Target entity description: The Chickasaw Language Revitalization Program is a tribal initiative dedicated to preserving, teaching, and promoting the use of the Chickasaw language through classes, immersion programs, and community-based resources.

A. Puyallup Tribal Language Program
The Puyallup Tribal Language Program is a cultural initiative dedicated to revitalizing, teaching, and preserving the traditional language of the Puyallup Tribe.
B. Wôpanâak Language Reclamation Project
The Wôpanâak Language Reclamation Project is a community-driven initiative to revive and teach the ancestral Wampanoag language after generations of dormancy.
C. 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.
D. Karuk Language Restoration Committee
The Karuk Language Restoration Committee is a community-based organization dedicated to revitalizing and preserving the Karuk language through education, documentation, and cultural programs.
E. Karihwanoron Mohawk Immersion program
Karihwanoron Mohawk Immersion program is a community-based Indigenous language school in Kahnawà:ke dedicated to revitalizing and transmitting the Mohawk language and culture to children through full-time immersion education.
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_69ca83e6d77c81909862b7afef56b1bf`	completed	March 30, 2026, 2:08 p.m.
NER	Named-entity recognition	`batch_69ccc31d91d48190b8b8874e09c84404`	completed	April 1, 2026, 7:02 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69d05c226bc881909609da0bfbd4748e`	completed	April 4, 2026, 12:32 a.m.
NEDg	Description generation	`batch_69d060881c908190b22d06eaf9f8b192`	completed	April 4, 2026, 12:51 a.m.
NED2	Entity disambiguation (via description)	`batch_69d0611e76988190be93d1d3dd8f1ab1`	completed	April 4, 2026, 12:53 a.m.

Created at: March 30, 2026, 7:24 p.m.