Triple

T6777295

Position	Surface form	Disambiguated ID	Type / Status
Subject	Achagua language	`E155589`	entity
Predicate	languageBranch	`P1967`	FINISHED
Object	Upper Orinoco subgroup of Arawakan The Upper Orinoco subgroup of Arawakan is a branch of the Arawakan language family comprising closely related indigenous languages historically spoken in the Upper Orinoco River region of northern South America.	`E618338`	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: Upper Orinoco subgroup of Arawakan | Statement: [Achagua language, languageBranch, Upper Orinoco subgroup of Arawakan]

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

Target entity: Upper Orinoco subgroup of Arawakan
Context triple: [Achagua language, languageBranch, Upper Orinoco subgroup of Arawakan]

A. Omagua–Cocama subgroup
The Omagua–Cocama subgroup is a branch of the Tupi–Guaraní language family that includes closely related indigenous languages once spoken along the Amazon and its tributaries.
B. Paresí–Xingu subgroup
The Paresí–Xingu subgroup is a branch of the Arawakan language family comprising closely related indigenous languages spoken primarily in the Xingu and surrounding regions of Brazil.
C. Munduruku language subgroup
The Munduruku language subgroup is a branch of the Tupian language family comprising the indigenous Munduruku and closely related languages spoken primarily in the Amazon region of Brazil.
D. Eastern Maroon languages
Eastern Maroon languages are a group of closely related creole languages spoken by Maroon communities in eastern Suriname and French Guiana, developed from contact between African languages and European colonial languages.
E. Tucanoan languages
The Tucanoan languages are a family of indigenous languages spoken primarily in the northwestern Amazon Basin of Colombia, Brazil, and Peru, known for complex evidentiality systems and extensive multilingualism among their speakers.
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: Upper Orinoco subgroup of Arawakan
Triple: [Achagua language, languageBranch, Upper Orinoco subgroup of Arawakan]

Generated description

The Upper Orinoco subgroup of Arawakan is a branch of the Arawakan language family comprising closely related indigenous languages historically spoken in the Upper Orinoco River region of northern South America.

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

Target entity: Upper Orinoco subgroup of Arawakan
Target entity description: The Upper Orinoco subgroup of Arawakan is a branch of the Arawakan language family comprising closely related indigenous languages historically spoken in the Upper Orinoco River region of northern South America.

A. Omagua–Cocama subgroup
The Omagua–Cocama subgroup is a branch of the Tupi–Guaraní language family that includes closely related indigenous languages once spoken along the Amazon and its tributaries.
B. Paresí–Xingu subgroup
The Paresí–Xingu subgroup is a branch of the Arawakan language family comprising closely related indigenous languages spoken primarily in the Xingu and surrounding regions of Brazil.
C. Munduruku language subgroup
The Munduruku language subgroup is a branch of the Tupian language family comprising the indigenous Munduruku and closely related languages spoken primarily in the Amazon region of Brazil.
D. Eastern Maroon languages
Eastern Maroon languages are a group of closely related creole languages spoken by Maroon communities in eastern Suriname and French Guiana, developed from contact between African languages and European colonial languages.
E. Tucanoan languages
The Tucanoan languages are a family of indigenous languages spoken primarily in the northwestern Amazon Basin of Colombia, Brazil, and Peru, known for complex evidentiality systems and extensive multilingualism among their speakers.
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_69c688162bf8819088b664b5c3b5be7a`	completed	March 27, 2026, 1:37 p.m.
NER	Named-entity recognition	`batch_69c6d26725208190b64935cfd08b2aff`	completed	March 27, 2026, 6:54 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c712cc9ff08190bb7ec0bf4cc4db01`	completed	March 27, 2026, 11:29 p.m.
NEDg	Description generation	`batch_69c71396f1f88190b3316e694424a2fe`	completed	March 27, 2026, 11:32 p.m.
NED2	Entity disambiguation (via description)	`batch_69c71466728c81909a24174a7938b43a`	completed	March 27, 2026, 11:36 p.m.

Created at: March 27, 2026, 2:13 p.m.