Triple

T1575674

Position	Surface form	Disambiguated ID	Type / Status
Subject	Sasak language group	`E33644`	entity
Predicate	belongsTo	`P35`	FINISHED
Object	Western Malayo-Polynesian (traditional classification) Western Malayo-Polynesian (traditional classification) is a historical subgrouping of the Austronesian language family that encompasses many of the languages of western Island Southeast Asia and parts of mainland Southeast Asia and the Pacific.	`E179765`	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: Western Malayo-Polynesian (traditional classification) | Statement: [Sasak language group, belongsTo, Western Malayo-Polynesian (traditional classification)]

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

Target entity: Western Malayo-Polynesian (traditional classification)
Context triple: [Sasak language group, belongsTo, Western Malayo-Polynesian (traditional classification)]

A. 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.
B. Malayo-Polynesian languages
Malayo-Polynesian languages are a major branch of the Austronesian language family spoken across Southeast Asia, Madagascar, and the Pacific, including languages such as Indonesian, Tagalog, Javanese, and Malagasy.
C. Meso-Melanesian languages
The Meso-Melanesian languages are a subgroup of Oceanic Austronesian languages spoken primarily in parts of Papua New Guinea and the Solomon Islands.
D. Southeast Solomonic languages
The Southeast Solomonic languages are a subgroup of Oceanic Austronesian languages spoken primarily in the southeastern Solomon Islands.
E. 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.
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: Western Malayo-Polynesian (traditional classification)
Triple: [Sasak language group, belongsTo, Western Malayo-Polynesian (traditional classification)]

Generated description

Western Malayo-Polynesian (traditional classification) is a historical subgrouping of the Austronesian language family that encompasses many of the languages of western Island Southeast Asia and parts of mainland Southeast Asia and the Pacific.

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

Target entity: Western Malayo-Polynesian (traditional classification)
Target entity description: Western Malayo-Polynesian (traditional classification) is a historical subgrouping of the Austronesian language family that encompasses many of the languages of western Island Southeast Asia and parts of mainland Southeast Asia and the Pacific.

A. 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.
B. Malayo-Polynesian languages
Malayo-Polynesian languages are a major branch of the Austronesian language family spoken across Southeast Asia, Madagascar, and the Pacific, including languages such as Indonesian, Tagalog, Javanese, and Malagasy.
C. Meso-Melanesian languages
The Meso-Melanesian languages are a subgroup of Oceanic Austronesian languages spoken primarily in parts of Papua New Guinea and the Solomon Islands.
D. Southeast Solomonic languages
The Southeast Solomonic languages are a subgroup of Oceanic Austronesian languages spoken primarily in the southeastern Solomon Islands.
E. 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.
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_69a885f27a4c8190a4622252cdf54c00`	completed	March 4, 2026, 7:20 p.m.
NER	Named-entity recognition	`batch_69a908d2cffc819090f3d5cbebae3307`	completed	March 5, 2026, 4:38 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69ad402b44688190b02e6d146f009854`	completed	March 8, 2026, 9:23 a.m.
NEDg	Description generation	`batch_69ad410ba7f881909dcee6e6fd56490f`	completed	March 8, 2026, 9:27 a.m.
NED2	Entity disambiguation (via description)	`batch_69ad41ff0b0c8190b5429ed6952a0ce6`	completed	March 8, 2026, 9:31 a.m.

Created at: March 4, 2026, 7:27 p.m.