Triple

T1243053

Position	Surface form	Disambiguated ID	Type / Status
Subject	Central Pacific languages	`E26700`	entity
Predicate	hasAlternativeName	`P39`	FINISHED
Object	Central Oceanic languages Central Oceanic languages are a subgroup of the Oceanic branch of the Austronesian language family, spoken mainly in parts of Melanesia and Polynesia and including languages such as Fijian and many Polynesian languages.	`E26700`	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: Central Oceanic languages | Statement: [Central Pacific languages, hasAlternativeName, Central Oceanic languages]

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

Target entity: Central Oceanic languages
Context triple: [Central Pacific languages, hasAlternativeName, Central Oceanic languages]

A. Oceanic languages
Oceanic languages are a major branch of the Austronesian language family spoken across the Pacific Islands, including Polynesia, Micronesia, and parts of Melanesia.
B. Western Oceanic languages
Western Oceanic languages are a major subgroup of the Oceanic branch of the Austronesian language family, spoken primarily in parts of New Guinea, the Bismarck Archipelago, and the Solomon Islands.
C. Central–Eastern Oceanic languages
Central–Eastern Oceanic languages are a major subgroup of the Oceanic branch of the Austronesian language family, spoken across parts of Melanesia and Polynesia and known for their shared phonological and grammatical innovations.
D. Central Malayo-Polynesian languages
The Central Malayo-Polynesian languages are a proposed group of Austronesian languages spoken mainly in eastern Indonesia, characterized by shared phonological and grammatical innovations that distinguish them from neighboring Malayo-Polynesian branches.
E. Central Pacific languages
Central Pacific languages are a subgroup of the Oceanic branch of the Austronesian language family, spoken mainly in Fiji, Rotuma, and parts of Polynesia, including Fijian and various Polynesian languages.
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: Central Oceanic languages
Triple: [Central Pacific languages, hasAlternativeName, Central Oceanic languages]

Generated description

Central Oceanic languages are a subgroup of the Oceanic branch of the Austronesian language family, spoken mainly in parts of Melanesia and Polynesia and including languages such as Fijian and many Polynesian languages.

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

Target entity: Central Oceanic languages
Target entity description: Central Oceanic languages are a subgroup of the Oceanic branch of the Austronesian language family, spoken mainly in parts of Melanesia and Polynesia and including languages such as Fijian and many Polynesian languages.

A. Oceanic languages
Oceanic languages are a major branch of the Austronesian language family spoken across the Pacific Islands, including Polynesia, Micronesia, and parts of Melanesia.
B. Western Oceanic languages
Western Oceanic languages are a major subgroup of the Oceanic branch of the Austronesian language family, spoken primarily in parts of New Guinea, the Bismarck Archipelago, and the Solomon Islands.
C. Central–Eastern Oceanic languages
Central–Eastern Oceanic languages are a major subgroup of the Oceanic branch of the Austronesian language family, spoken across parts of Melanesia and Polynesia and known for their shared phonological and grammatical innovations.
D. Central Malayo-Polynesian languages
The Central Malayo-Polynesian languages are a proposed group of Austronesian languages spoken mainly in eastern Indonesia, characterized by shared phonological and grammatical innovations that distinguish them from neighboring Malayo-Polynesian branches.
E. Central Pacific languages chosen
Central Pacific languages are a subgroup of the Oceanic branch of the Austronesian language family, spoken mainly in Fiji, Rotuma, and parts of Polynesia, including Fijian and various Polynesian languages.
F. None of above.

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_69a4948689d08190b3a4a3f388c02148`	completed	March 1, 2026, 7:33 p.m.
NER	Named-entity recognition	`batch_69a4bf61fadc8190b7b9e23eaa15a61d`	completed	March 1, 2026, 10:36 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69acacb1730c8190aeb60cad33f44597`	completed	March 7, 2026, 10:54 p.m.
NEDg	Description generation	`batch_69acad4a7cd48190b295dbd1e5327a18`	completed	March 7, 2026, 10:57 p.m.
NED2	Entity disambiguation (via description)	`batch_69acadba2e54819088a04675493fcbbb`	completed	March 7, 2026, 10:59 p.m.

Created at: March 1, 2026, 7:47 p.m.