Triple

T200783
Position Surface form Disambiguated ID Type / Status
Subject Austronesian languages E4098 entity
Predicate hasSubfamily P747 FINISHED
Object Samoic–Outlier languages subgroup
The Samoic–Outlier languages subgroup is a branch of the Austronesian language family comprising Samoan and a scattered set of related Polynesian languages spoken in Samoa and various outlying islands across the Pacific.
 E35724 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: Samoic–Outlier languages subgroup | Statement: [Austronesian languages, hasSubfamily, Samoic–Outlier languages subgroup]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Samoic–Outlier languages subgroup
Context triple: [Austronesian languages, hasSubfamily, Samoic–Outlier languages subgroup]
  • A. Ellicean languages
    Ellicean languages are a subgroup of the Austronesian language family spoken primarily in parts of Polynesia, including Tuvalu and surrounding island regions.
  • B. Sama–Bajaw languages subgroup
    The Sama–Bajaw languages subgroup is a branch of the Austronesian language family spoken primarily by maritime Sama-Bajau peoples across the southern Philippines, eastern Malaysia, and parts of Indonesia.
  • C. Batanic languages
    Batanic languages are a small subgroup of Austronesian languages spoken primarily in the Batanes Islands of the northern Philippines and parts of Taiwan, known for their unique phonological and lexical features.
  • D. Carolinean languages
    Carolinean languages are a group of closely related Austronesian languages traditionally spoken in the Caroline Islands of Micronesia.
  • E. Northwest Solomonic languages
    The Northwest Solomonic languages are a subgroup of Oceanic languages spoken primarily in the northwestern Solomon Islands and nearby regions, known for their distinctive phonological and grammatical innovations within the Austronesian family.
  • 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: Samoic–Outlier languages subgroup
Triple: [Austronesian languages, hasSubfamily, Samoic–Outlier languages subgroup]
Generated description
The Samoic–Outlier languages subgroup is a branch of the Austronesian language family comprising Samoan and a scattered set of related Polynesian languages spoken in Samoa and various outlying islands across the Pacific.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Samoic–Outlier languages subgroup
Target entity description: The Samoic–Outlier languages subgroup is a branch of the Austronesian language family comprising Samoan and a scattered set of related Polynesian languages spoken in Samoa and various outlying islands across the Pacific.
  • A. Ellicean languages
    Ellicean languages are a subgroup of the Austronesian language family spoken primarily in parts of Polynesia, including Tuvalu and surrounding island regions.
  • B. Sama–Bajaw languages subgroup
    The Sama–Bajaw languages subgroup is a branch of the Austronesian language family spoken primarily by maritime Sama-Bajau peoples across the southern Philippines, eastern Malaysia, and parts of Indonesia.
  • C. Batanic languages
    Batanic languages are a small subgroup of Austronesian languages spoken primarily in the Batanes Islands of the northern Philippines and parts of Taiwan, known for their unique phonological and lexical features.
  • D. Carolinean languages
    Carolinean languages are a group of closely related Austronesian languages traditionally spoken in the Caroline Islands of Micronesia.
  • E. Northwest Solomonic languages
    The Northwest Solomonic languages are a subgroup of Oceanic languages spoken primarily in the northwestern Solomon Islands and nearby regions, known for their distinctive phonological and grammatical innovations within the Austronesian family.
  • 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_69a254bca59881909a15e1496f1508c7 completed Feb. 28, 2026, 2:36 a.m.
NER Named-entity recognition batch_69a25be47ea881909c296b30a0d47a65 completed Feb. 28, 2026, 3:07 a.m.
NED1 Entity disambiguation (via context triple) batch_69a3914a01d8819083604dfc0844c0e1 completed March 1, 2026, 1:07 a.m.
NEDg Description generation batch_69a391df08488190812d43def7637359 completed March 1, 2026, 1:09 a.m.
NED2 Entity disambiguation (via description) batch_69a3923c33a48190ac8b425a2f717e59 completed March 1, 2026, 1:11 a.m.
Created at: Feb. 28, 2026, 2:44 a.m.