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.