Triple

T1204530
Position Surface form Disambiguated ID Type / Status
Subject Formosan languages E25857 entity
Predicate majorSubgroupIncludes P4297 FINISHED
Object Atayalic languages
The Atayalic languages are a small subgroup of indigenous Austronesian languages spoken in northern Taiwan, primarily by the Atayal and Seediq peoples.
E138016 NE FINISHED

How this triple was built (5 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: Atayalic languages | Statement: [Formosan languages, majorSubgroupIncludes, Atayalic languages]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Atayalic languages
Context triple: [Formosan languages, majorSubgroupIncludes, Atayalic languages]
  • A. 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.
  • B. Bantoid languages
    The Bantoid languages are a major branch of the Niger-Congo language family that includes the widespread Bantu languages spoken across much of sub-Saharan Africa.
  • C. Ellicean languages
    Ellicean languages are a subgroup of the Austronesian language family spoken primarily in parts of Polynesia, including Tuvalu and surrounding island regions.
  • D. Tani languages
    The Tani languages are a subgroup of the Sino-Tibetan language family spoken primarily in Arunachal Pradesh and adjoining regions of Northeast India by various indigenous communities.
  • E. Qiangic languages
    Qiangic languages are a branch of the Sino-Tibetan language family spoken primarily by ethnic groups in Sichuan and nearby regions of southwestern China, noted for their complex phonology and grammatical structures.
  • 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: Atayalic languages
Triple: [Formosan languages, majorSubgroupIncludes, Atayalic languages]
Generated description
The Atayalic languages are a small subgroup of indigenous Austronesian languages spoken in northern Taiwan, primarily by the Atayal and Seediq peoples.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Atayalic languages
Target entity description: The Atayalic languages are a small subgroup of indigenous Austronesian languages spoken in northern Taiwan, primarily by the Atayal and Seediq peoples.
  • A. 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.
  • B. Bantoid languages
    The Bantoid languages are a major branch of the Niger-Congo language family that includes the widespread Bantu languages spoken across much of sub-Saharan Africa.
  • C. Ellicean languages
    Ellicean languages are a subgroup of the Austronesian language family spoken primarily in parts of Polynesia, including Tuvalu and surrounding island regions.
  • D. Tani languages
    The Tani languages are a subgroup of the Sino-Tibetan language family spoken primarily in Arunachal Pradesh and adjoining regions of Northeast India by various indigenous communities.
  • E. Qiangic languages
    Qiangic languages are a branch of the Sino-Tibetan language family spoken primarily by ethnic groups in Sichuan and nearby regions of southwestern China, noted for their complex phonology and grammatical structures.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: majorSubgroupIncludes
Context triple: [Formosan languages, majorSubgroupIncludes, Atayalic languages]
  • A. notableSubgroup chosen
    Indicates that one group forms a particularly significant or noteworthy subset within a larger group.
  • B. majorSegmentOf
    Indicates that one entity constitutes a principal or most significant part of another larger whole.
  • C. belongsToSubfamily
    Indicates that one entity is a member of, or classified within, a specific subfamily of another entity.
  • D. hasSubConcept
    Indicates that one concept is a more specific, subordinate, or narrower idea within the scope of another, more general concept.
  • E. subDisciplineOf
    Indicates that one discipline is a more specialized or narrower field within another, broader discipline.
  • F. None of above.

Provenance (6 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_69a4942b30f08190a91c60573e16b5ef completed March 1, 2026, 7:31 p.m.
NER Named-entity recognition batch_69a4bdc0f8d08190b340012a9eb26275 completed March 1, 2026, 10:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac7f3caed481908e9e4b6b9daa544d completed March 7, 2026, 7:40 p.m.
NEDg Description generation batch_69ac7fa90f608190bec0c7dff1d7c9ae completed March 7, 2026, 7:42 p.m.
NED2 Entity disambiguation (via description) batch_69ac808a919081908253d1778695ab2d completed March 7, 2026, 7:46 p.m.
PD Predicate disambiguation batch_69a4bb5ed2b88190aab992913957e1cf completed March 1, 2026, 10:19 p.m.
Created at: March 1, 2026, 7:46 p.m.