Triple

T6548436

Position	Surface form	Disambiguated ID	Type / Status
Subject	Pamaka language	`E151067`	entity
Predicate	belongsToGroup	`P12263`	FINISHED
Object	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.	`E604541`	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: Eastern Maroon languages | Statement: [Pamaka language, belongsToGroup, Eastern Maroon languages]

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

Target entity: Eastern Maroon languages
Context triple: [Pamaka language, belongsToGroup, Eastern Maroon languages]

A. Marquesic languages
Marquesic languages are a subgroup of the Austronesian language family spoken primarily in the Marquesas Islands and surrounding regions of Polynesia.
B. Malaita–San Cristobal languages
The Malaita–San Cristobal languages are a subgroup of Oceanic languages spoken primarily on Malaita and Makira (San Cristobal) in the Solomon Islands, known for their shared phonological and grammatical features within the Southeast Solomonic branch.
C. Kurumba languages
The Kurumba languages are a group of closely related Dravidian tribal languages spoken primarily by the Kurumba people in parts of southern India, especially in the Nilgiri and surrounding hill regions.
D. 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.
E. Saramaccan language
The Saramaccan language is an English- and Portuguese-based creole spoken primarily by the Saramaccan Maroon community in Suriname and parts of French Guiana.
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: Eastern Maroon languages
Triple: [Pamaka language, belongsToGroup, Eastern Maroon languages]

Generated description

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.

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

Target entity: Eastern Maroon languages
Target entity description: 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.

A. Marquesic languages
Marquesic languages are a subgroup of the Austronesian language family spoken primarily in the Marquesas Islands and surrounding regions of Polynesia.
B. Malaita–San Cristobal languages
The Malaita–San Cristobal languages are a subgroup of Oceanic languages spoken primarily on Malaita and Makira (San Cristobal) in the Solomon Islands, known for their shared phonological and grammatical features within the Southeast Solomonic branch.
C. Kurumba languages
The Kurumba languages are a group of closely related Dravidian tribal languages spoken primarily by the Kurumba people in parts of southern India, especially in the Nilgiri and surrounding hill regions.
D. 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.
E. Saramaccan language
The Saramaccan language is an English- and Portuguese-based creole spoken primarily by the Saramaccan Maroon community in Suriname and parts of French Guiana.
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_69c687f3fd60819083bfa583e5bcfa71`	completed	March 27, 2026, 1:36 p.m.
NER	Named-entity recognition	`batch_69c6adf132a88190af4553857a474ebd`	completed	March 27, 2026, 4:18 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c6d54e11fc81909aa135d7c0f2c193`	completed	March 27, 2026, 7:06 p.m.
NEDg	Description generation	`batch_69c6d67574cc8190acf20c1a598c32ee`	completed	March 27, 2026, 7:11 p.m.
NED2	Entity disambiguation (via description)	`batch_69c6d83b53e48190881a3e1e8fa8b168`	completed	March 27, 2026, 7:19 p.m.

Created at: March 27, 2026, 1:51 p.m.