Triple

T23359714

Position	Surface form	Disambiguated ID	Type / Status
Subject	Kumbewaha language	`E593150`	entity
Predicate	belongsToMacroArea	`P29552`	FINISHED
Object	Papunesia (linguistic macro-area) Papunesia is a linguistic macro-area encompassing the diverse and often unrelated languages spoken across New Guinea, nearby islands, and parts of eastern Indonesia and Melanesia.	`E1582644`	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: Papunesia (linguistic macro-area) | Statement: [Kumbewaha language, belongsToMacroArea, Papunesia (linguistic macro-area)]

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

Target entity: Papunesia (linguistic macro-area)
Context triple: [Kumbewaha language, belongsToMacroArea, Papunesia (linguistic macro-area)]

A. Plateau linguistic area
The Plateau linguistic area is a region of the North American Plateau where diverse Indigenous languages, often from different families, share common structural features due to long-term contact and interaction.
B. Punu languages
Punu languages are a subgroup of Bantu languages spoken primarily by the Punu people of Gabon and neighboring regions, known for their close linguistic and cultural ties to other Western Bantu groups.
C. Torres–Banks languages area
The Torres–Banks languages area is a region in northern Vanuatu known for its dense cluster of closely related Oceanic languages and rich linguistic diversity.
D. Pamir Sprachbund
The Pamir Sprachbund is a linguistic convergence area in the Pamir Mountains where several genetically distinct languages, including Eastern Iranian and others, have developed shared structural features through long-term contact.
E. Guadalcanal linguistic area
The Guadalcanal linguistic area is a region on the island of Guadalcanal in the Solomon Islands characterized by a cluster of related and interacting Oceanic languages that share common structural and lexical features.
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: Papunesia (linguistic macro-area)
Triple: [Kumbewaha language, belongsToMacroArea, Papunesia (linguistic macro-area)]

Generated description

Papunesia is a linguistic macro-area encompassing the diverse and often unrelated languages spoken across New Guinea, nearby islands, and parts of eastern Indonesia and Melanesia.

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

Target entity: Papunesia (linguistic macro-area)
Target entity description: Papunesia is a linguistic macro-area encompassing the diverse and often unrelated languages spoken across New Guinea, nearby islands, and parts of eastern Indonesia and Melanesia.

A. Plateau linguistic area
The Plateau linguistic area is a region of the North American Plateau where diverse Indigenous languages, often from different families, share common structural features due to long-term contact and interaction.
B. Punu languages
Punu languages are a subgroup of Bantu languages spoken primarily by the Punu people of Gabon and neighboring regions, known for their close linguistic and cultural ties to other Western Bantu groups.
C. Torres–Banks languages area
The Torres–Banks languages area is a region in northern Vanuatu known for its dense cluster of closely related Oceanic languages and rich linguistic diversity.
D. Pamir Sprachbund
The Pamir Sprachbund is a linguistic convergence area in the Pamir Mountains where several genetically distinct languages, including Eastern Iranian and others, have developed shared structural features through long-term contact.
E. Guadalcanal linguistic area
The Guadalcanal linguistic area is a region on the island of Guadalcanal in the Solomon Islands characterized by a cluster of related and interacting Oceanic languages that share common structural and lexical features.
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_69e25d24d2a4819092e6ede74c2a918d`	completed	April 17, 2026, 4:17 p.m.
NER	Named-entity recognition	`batch_69f19a1a39988190b4b4993b80d5a5f6`	completed	April 29, 2026, 5:41 a.m.
NED1	Entity disambiguation (via context triple)	`batch_6a0c5dd385948190940cf5b878e54002`	completed	May 19, 2026, 12:55 p.m.
NEDg	Description generation	`batch_6a0c5fa0ae848190a23b0c8c16345c26`	completed	May 19, 2026, 1:03 p.m.
NED2	Entity disambiguation (via description)	`batch_6a0c604cc84c8190946e2a35e0f736ce`	completed	May 19, 2026, 1:06 p.m.

Created at: April 17, 2026, 5:30 p.m.