Triple

T460903

Position	Surface form	Disambiguated ID	Type / Status
Subject	Native Americans	`E7334`	entity
Predicate	languageFamily	`P1047`	FINISHED
Object	Muskogean languages The Muskogean languages are a family of indigenous languages of the Southeastern United States, traditionally spoken by Native American peoples such as the Creek, Choctaw, Chickasaw, and Seminole.	`E59418`	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: Muskogean languages | Statement: [Native Americans, languageFamily, Muskogean languages]

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

Target entity: Muskogean languages
Context triple: [Native Americans, languageFamily, Muskogean languages]

A. Algonquian languages
The Algonquian languages are a large family of Indigenous languages of North America historically spoken from the Atlantic Coast to the Great Plains, including well-known languages such as Ojibwe, Cree, and Wampanoag.
B. Iroquoian languages
The Iroquoian languages are a family of indigenous North American languages historically spoken by the Iroquois and related peoples in the northeastern woodlands and southeastern regions of what is now the United States and Canada.
C. Siouan languages
Siouan languages are a family of Indigenous languages of North America historically spoken by numerous Native American peoples across the Great Plains, Midwest, and Southeast.
D. Hokan languages
Hokan languages are a proposed but controversial grouping of several Native American language families of the western United States and Mexico that share certain typological and lexical similarities.
E. Northwest Solomonic languages
The Northwest Solomonic languages are a subgroup of Oceanic languages spoken primarily in the northwestern Solomon Islands and nearby regions, known for their distinctive phonological and grammatical innovations within the Austronesian family.
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: Muskogean languages
Triple: [Native Americans, languageFamily, Muskogean languages]

Generated description

The Muskogean languages are a family of indigenous languages of the Southeastern United States, traditionally spoken by Native American peoples such as the Creek, Choctaw, Chickasaw, and Seminole.

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

Target entity: Muskogean languages
Target entity description: The Muskogean languages are a family of indigenous languages of the Southeastern United States, traditionally spoken by Native American peoples such as the Creek, Choctaw, Chickasaw, and Seminole.

A. Algonquian languages
The Algonquian languages are a large family of Indigenous languages of North America historically spoken from the Atlantic Coast to the Great Plains, including well-known languages such as Ojibwe, Cree, and Wampanoag.
B. Iroquoian languages
The Iroquoian languages are a family of indigenous North American languages historically spoken by the Iroquois and related peoples in the northeastern woodlands and southeastern regions of what is now the United States and Canada.
C. Siouan languages
Siouan languages are a family of Indigenous languages of North America historically spoken by numerous Native American peoples across the Great Plains, Midwest, and Southeast.
D. Hokan languages
Hokan languages are a proposed but controversial grouping of several Native American language families of the western United States and Mexico that share certain typological and lexical similarities.
E. Northwest Solomonic languages
The Northwest Solomonic languages are a subgroup of Oceanic languages spoken primarily in the northwestern Solomon Islands and nearby regions, known for their distinctive phonological and grammatical innovations within the Austronesian family.
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_69a2e7e5c5bc8190a1dc8178218fba40`	completed	Feb. 28, 2026, 1:04 p.m.
NER	Named-entity recognition	`batch_69a2efbed5b88190a45716812eb4cfdf`	completed	Feb. 28, 2026, 1:38 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69a467fd7cc48190b00982c4f1c41eaf`	completed	March 1, 2026, 4:23 p.m.
NEDg	Description generation	`batch_69a4688a2cbc8190a2110fcd32b63f19`	completed	March 1, 2026, 4:25 p.m.
NED2	Entity disambiguation (via description)	`batch_69a468dfc120819098e9f66c8193a20f`	completed	March 1, 2026, 4:27 p.m.

Created at: Feb. 28, 2026, 1:12 p.m.