Triple

T6647105

Position	Surface form	Disambiguated ID	Type / Status
Subject	Central Maluku languages	`E150728`	entity
Predicate	hasSubgroup	`P747`	FINISHED
Object	Southeast Central Maluku languages The Southeast Central Maluku languages are a subgroup of Austronesian languages spoken in the southeastern part of the Central Maluku region of Indonesia, characterized by shared phonological and grammatical features distinct from neighboring language groups.	`E150728`	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: Southeast Central Maluku languages | Statement: [Central Maluku languages, hasSubgroup, Southeast Central Maluku languages]

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

Target entity: Southeast Central Maluku languages
Context triple: [Central Maluku languages, hasSubgroup, Southeast Central Maluku languages]

A. Central Maluku languages
Central Maluku languages are a subgroup of Austronesian languages spoken primarily in the central region of the Maluku Islands in eastern Indonesia.
B. South Halmahera–West New Guinea languages
The South Halmahera–West New Guinea languages are a subgroup of Austronesian languages spoken in eastern Indonesia, particularly in southern Halmahera and along the western coast of New Guinea.
C. Flores–Lembata languages
The Flores–Lembata languages are a subgroup of Austronesian languages spoken on the islands of Flores and Lembata in eastern Indonesia, known for their distinctive phonological and grammatical features within the region.
D. Sulawesi languages
The Sulawesi languages are a diverse group of Austronesian languages spoken on the Indonesian island of Sulawesi, known for their complex typological variation and significant internal linguistic diversity.
E. Tanimbar languages
The Tanimbar languages are a subgroup of Austronesian languages spoken primarily in the Tanimbar Islands of eastern Indonesia.
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: Southeast Central Maluku languages
Triple: [Central Maluku languages, hasSubgroup, Southeast Central Maluku languages]

Generated description

The Southeast Central Maluku languages are a subgroup of Austronesian languages spoken in the southeastern part of the Central Maluku region of Indonesia, characterized by shared phonological and grammatical features distinct from neighboring language groups.

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

Target entity: Southeast Central Maluku languages
Target entity description: The Southeast Central Maluku languages are a subgroup of Austronesian languages spoken in the southeastern part of the Central Maluku region of Indonesia, characterized by shared phonological and grammatical features distinct from neighboring language groups.

A. Central Maluku languages chosen
Central Maluku languages are a subgroup of Austronesian languages spoken primarily in the central region of the Maluku Islands in eastern Indonesia.
B. South Halmahera–West New Guinea languages
The South Halmahera–West New Guinea languages are a subgroup of Austronesian languages spoken in eastern Indonesia, particularly in southern Halmahera and along the western coast of New Guinea.
C. Flores–Lembata languages
The Flores–Lembata languages are a subgroup of Austronesian languages spoken on the islands of Flores and Lembata in eastern Indonesia, known for their distinctive phonological and grammatical features within the region.
D. Sulawesi languages
The Sulawesi languages are a diverse group of Austronesian languages spoken on the Indonesian island of Sulawesi, known for their complex typological variation and significant internal linguistic diversity.
E. Tanimbar languages
The Tanimbar languages are a subgroup of Austronesian languages spoken primarily in the Tanimbar Islands of eastern Indonesia.
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_69c687f1a3048190828b7342f7125d5c`	completed	March 27, 2026, 1:36 p.m.
NER	Named-entity recognition	`batch_69c6b01cecc48190a6d2c26d8d5ab80c`	completed	March 27, 2026, 4:28 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c6f7944bdc81909ea991062dce619d`	completed	March 27, 2026, 9:33 p.m.
NEDg	Description generation	`batch_69c6f8453af88190b237c249bfbb4f8c`	completed	March 27, 2026, 9:36 p.m.
NED2	Entity disambiguation (via description)	`batch_69c6f8d5630c8190913e8572a70b82c1`	completed	March 27, 2026, 9:38 p.m.

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