Triple

T14642508

Position	Surface form	Disambiguated ID	Type / Status
Subject	Neshoba County	`E343761`	entity
Predicate	contains	`P35`	FINISHED
Object	Choctaw Indian Reservation (portions) Choctaw Indian Reservation (portions) refers to areas of the federally recognized Mississippi Band of Choctaw Indians’ reservation lands that lie within Neshoba County, Mississippi.	`E1112558`	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: Choctaw Indian Reservation (portions) | Statement: [Neshoba County, contains, Choctaw Indian Reservation (portions)]

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

Target entity: Choctaw Indian Reservation (portions)
Context triple: [Neshoba County, contains, Choctaw Indian Reservation (portions)]

A. Chickasaw Nation reservation
The Chickasaw Nation reservation is the sovereign tribal territory of the Chickasaw Nation in south-central Oklahoma, encompassing its government, services, and law enforcement jurisdiction.
B. Cherokee Nation Reservation
The Cherokee Nation Reservation is a federally recognized Native American reservation in northeastern Oklahoma that serves as the sovereign territory and governmental base of the Cherokee Nation.
C. Tunica-Biloxi Indian Reservation
The Tunica-Biloxi Indian Reservation is the federally recognized homeland of the Tunica-Biloxi Tribe of Louisiana, serving as the center of their governmental, cultural, and community life.
D. Miccosukee Indian Reservation
The Miccosukee Indian Reservation is a sovereign tribal community of the Miccosukee Tribe of Indians of Florida, located within the Everglades and known for preserving traditional Miccosukee culture and offering cultural, educational, and eco-tourism experiences.
E. Chitimacha Indian Reservation
The Chitimacha Indian Reservation is the federally recognized homeland of the Chitimacha Tribe of Louisiana, located along Bayou Teche in St. Mary Parish.
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: Choctaw Indian Reservation (portions)
Triple: [Neshoba County, contains, Choctaw Indian Reservation (portions)]

Generated description

Choctaw Indian Reservation (portions) refers to areas of the federally recognized Mississippi Band of Choctaw Indians’ reservation lands that lie within Neshoba County, Mississippi.

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

Target entity: Choctaw Indian Reservation (portions)
Target entity description: Choctaw Indian Reservation (portions) refers to areas of the federally recognized Mississippi Band of Choctaw Indians’ reservation lands that lie within Neshoba County, Mississippi.

A. Chickasaw Nation reservation
The Chickasaw Nation reservation is the sovereign tribal territory of the Chickasaw Nation in south-central Oklahoma, encompassing its government, services, and law enforcement jurisdiction.
B. Cherokee Nation Reservation
The Cherokee Nation Reservation is a federally recognized Native American reservation in northeastern Oklahoma that serves as the sovereign territory and governmental base of the Cherokee Nation.
C. Tunica-Biloxi Indian Reservation
The Tunica-Biloxi Indian Reservation is the federally recognized homeland of the Tunica-Biloxi Tribe of Louisiana, serving as the center of their governmental, cultural, and community life.
D. Miccosukee Indian Reservation
The Miccosukee Indian Reservation is a sovereign tribal community of the Miccosukee Tribe of Indians of Florida, located within the Everglades and known for preserving traditional Miccosukee culture and offering cultural, educational, and eco-tourism experiences.
E. Chitimacha Indian Reservation
The Chitimacha Indian Reservation is the federally recognized homeland of the Chitimacha Tribe of Louisiana, located along Bayou Teche in St. Mary Parish.
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_69d822e1a2cc81908e5bb93cf61ce3cc`	completed	April 9, 2026, 10:06 p.m.
NER	Named-entity recognition	`batch_69deb4e80aa48190884bab800f357106`	completed	April 14, 2026, 9:43 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69fdd5d404e881908d26e684702ae122`	completed	May 8, 2026, 12:23 p.m.
NEDg	Description generation	`batch_69fdd9dbdf448190ad40ba07f586b4f6`	completed	May 8, 2026, 12:41 p.m.
NED2	Entity disambiguation (via description)	`batch_69fdda3a7ea08190bc65641681da00cc`	completed	May 8, 2026, 12:42 p.m.

Created at: April 10, 2026, 1:26 a.m.