Triple
T1204544
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Formosan languages |
E25857
|
entity |
| Predicate | majorSubgroupIncludes |
P4297
|
FINISHED |
| Object |
Babuza language
The Babuza language is an endangered Austronesian language once spoken by the Babuza people in western Taiwan and classified among the Formosan languages.
|
E138021
|
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: Babuza language | Statement: [Formosan languages, majorSubgroupIncludes, Babuza language]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Babuza language Context triple: [Formosan languages, majorSubgroupIncludes, Babuza language]
-
A.
Bube language
Bube is a Bantu language spoken primarily on Bioko Island in Equatorial Guinea, known for its distinct phonology and status as one of the country’s indigenous languages.
-
B.
Sabaki languages
The Sabaki languages are a subgroup of Bantu languages spoken along the East African coast and nearby regions, including well-known varieties such as Swahili.
-
C.
Nupe language
The Nupe language is a Niger-Congo language spoken primarily by the Nupe people in central Nigeria, especially in the Middle Belt region.
-
D.
Refaluwasch language
The Refaluwasch language is an Austronesian language spoken by the Carolinian people of the Northern Mariana Islands, particularly on Saipan and nearby islands.
-
E.
Sabine language
The Sabine language was an extinct Italic tongue once spoken by the ancient Sabine people of central Italy, closely related to other Osco-Umbrian languages.
- 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: Babuza language Triple: [Formosan languages, majorSubgroupIncludes, Babuza language]
Generated description
The Babuza language is an endangered Austronesian language once spoken by the Babuza people in western Taiwan and classified among the Formosan languages.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Babuza language Target entity description: The Babuza language is an endangered Austronesian language once spoken by the Babuza people in western Taiwan and classified among the Formosan languages.
-
A.
Bube language
Bube is a Bantu language spoken primarily on Bioko Island in Equatorial Guinea, known for its distinct phonology and status as one of the country’s indigenous languages.
-
B.
Sabaki languages
The Sabaki languages are a subgroup of Bantu languages spoken along the East African coast and nearby regions, including well-known varieties such as Swahili.
-
C.
Nupe language
The Nupe language is a Niger-Congo language spoken primarily by the Nupe people in central Nigeria, especially in the Middle Belt region.
-
D.
Refaluwasch language
The Refaluwasch language is an Austronesian language spoken by the Carolinian people of the Northern Mariana Islands, particularly on Saipan and nearby islands.
-
E.
Sabine language
The Sabine language was an extinct Italic tongue once spoken by the ancient Sabine people of central Italy, closely related to other Osco-Umbrian languages.
- 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_69a4942b30f08190a91c60573e16b5ef |
completed | March 1, 2026, 7:31 p.m. |
| NER | Named-entity recognition | batch_69a4bf15423481909cb3e661e58d3d94 |
completed | March 1, 2026, 10:35 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. |
Created at: March 1, 2026, 7:46 p.m.