Triple

T21603527

Position	Surface form	Disambiguated ID	Type / Status
Subject	Papuan languages of the Solomon Islands	`E533110`	entity
Predicate	languageFamilyProposal	`P138721`	FINISHED
Object	East Papuan hypothesis The East Papuan hypothesis is a proposed grouping of several non-Austronesian languages of island Melanesia that suggests they share a common ancestral origin distinct from other Papuan language families.	`E1493189`	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: East Papuan hypothesis | Statement: [Papuan languages of the Solomon Islands, languageFamilyProposal, East Papuan hypothesis]

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

Target entity: East Papuan hypothesis
Context triple: [Papuan languages of the Solomon Islands, languageFamilyProposal, East Papuan hypothesis]

A. Trans-New Guinea hypothesis
The Trans-New Guinea hypothesis is a major linguistic proposal that posits a large family of related Papuan languages spread across much of New Guinea and nearby islands.
B. Sunda-Sulawesi hypothesis
The Sunda-Sulawesi hypothesis is a proposed subgrouping within the Austronesian language family that suggests a closer genetic relationship among certain languages spoken in western Indonesia and surrounding regions.
C. Greater North Borneo hypothesis
The Greater North Borneo hypothesis is a linguistic proposal that groups several Austronesian languages of Borneo and surrounding regions into a single higher-order subgroup based on shared innovations and historical relationships.
D. Austric hypothesis
The Austric hypothesis is a proposed but controversial macro-family theory suggesting a common origin for several language families of Southeast Asia and the Pacific, including Austroasiatic and Austronesian.
E. Yok-Utian hypothesis
The Yok-Utian hypothesis is a proposed linguistic theory suggesting a genetic relationship between the Yokuts and Utian language families of California.
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: East Papuan hypothesis
Triple: [Papuan languages of the Solomon Islands, languageFamilyProposal, East Papuan hypothesis]

Generated description

The East Papuan hypothesis is a proposed grouping of several non-Austronesian languages of island Melanesia that suggests they share a common ancestral origin distinct from other Papuan language families.

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

Target entity: East Papuan hypothesis
Target entity description: The East Papuan hypothesis is a proposed grouping of several non-Austronesian languages of island Melanesia that suggests they share a common ancestral origin distinct from other Papuan language families.

A. Trans-New Guinea hypothesis
The Trans-New Guinea hypothesis is a major linguistic proposal that posits a large family of related Papuan languages spread across much of New Guinea and nearby islands.
B. Sunda-Sulawesi hypothesis
The Sunda-Sulawesi hypothesis is a proposed subgrouping within the Austronesian language family that suggests a closer genetic relationship among certain languages spoken in western Indonesia and surrounding regions.
C. Greater North Borneo hypothesis
The Greater North Borneo hypothesis is a linguistic proposal that groups several Austronesian languages of Borneo and surrounding regions into a single higher-order subgroup based on shared innovations and historical relationships.
D. Austric hypothesis
The Austric hypothesis is a proposed but controversial macro-family theory suggesting a common origin for several language families of Southeast Asia and the Pacific, including Austroasiatic and Austronesian.
E. Yok-Utian hypothesis
The Yok-Utian hypothesis is a proposed linguistic theory suggesting a genetic relationship between the Yokuts and Utian language families of California.
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_69e0c46364608190a337dc8720dc2a35`	completed	April 16, 2026, 11:13 a.m.
NER	Named-entity recognition	`batch_69ef17e31c80819090fdd63b5c103acb`	completed	April 27, 2026, 8:01 a.m.
NED1	Entity disambiguation (via context triple)	`batch_6a09fd366bdc819091d0c0c2e5a179d2`	completed	May 17, 2026, 5:39 p.m.
NEDg	Description generation	`batch_6a09fe51add4819099fc844931839dea`	completed	May 17, 2026, 5:43 p.m.
NED2	Entity disambiguation (via description)	`batch_6a09fef4abe48190b6eac6d14aadd110`	completed	May 17, 2026, 5:46 p.m.

Created at: April 16, 2026, 6:33 p.m.