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.