Triple

T6098958
Position Surface form Disambiguated ID Type / Status
Subject Saluan language E135945 entity
Predicate neighboringLanguage P16383 FINISHED
Object Balantak language
The Balantak language is an Austronesian language spoken by the Balantak people of eastern Central Sulawesi, Indonesia.
 E569520 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: Balantak language | Statement: [Saluan language, neighboringLanguage, Balantak language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Balantak language
Context triple: [Saluan language, neighboringLanguage, Balantak language]
  • A. Balangao language
    The Balangao language is an Austronesian language spoken by the Balangao people in the Mountain Province of the northern Philippines.
  • B. Blablanga language
    The Blablanga language is an Oceanic language spoken in the Solomon Islands, belonging to the Northwest Solomonic subgroup of the Austronesian language family.
  • C. Bambam language
    The Bambam language is an Austronesian language spoken in parts of South Sulawesi, Indonesia, known for its place within the region’s diverse indigenous linguistic landscape.
  • D. Bakumpai language
    The Bakumpai language is an Austronesian language spoken by the Bakumpai people of central Kalimantan in Indonesia, closely related to other Dayak and Malayic languages of Borneo.
  • E. Tubatulabal language
    The Tubatulabal language is an endangered Uto-Aztecan language traditionally spoken by the Tubatulabal people of the southern Sierra Nevada region in California.
  • 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: Balantak language
Triple: [Saluan language, neighboringLanguage, Balantak language]
Generated description
The Balantak language is an Austronesian language spoken by the Balantak people of eastern Central Sulawesi, Indonesia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Balantak language
Target entity description: The Balantak language is an Austronesian language spoken by the Balantak people of eastern Central Sulawesi, Indonesia.
  • A. Balangao language
    The Balangao language is an Austronesian language spoken by the Balangao people in the Mountain Province of the northern Philippines.
  • B. Blablanga language
    The Blablanga language is an Oceanic language spoken in the Solomon Islands, belonging to the Northwest Solomonic subgroup of the Austronesian language family.
  • C. Bambam language
    The Bambam language is an Austronesian language spoken in parts of South Sulawesi, Indonesia, known for its place within the region’s diverse indigenous linguistic landscape.
  • D. Bakumpai language
    The Bakumpai language is an Austronesian language spoken by the Bakumpai people of central Kalimantan in Indonesia, closely related to other Dayak and Malayic languages of Borneo.
  • E. Tubatulabal language
    The Tubatulabal language is an endangered Uto-Aztecan language traditionally spoken by the Tubatulabal people of the southern Sierra Nevada region in California.
  • 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_69c0087cd3c48190b459848c72d84eb1 completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c05a9a02888190ac201acd14c3fc31 completed March 22, 2026, 9:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69c125475548819086b733a80056eba5 completed March 23, 2026, 11:34 a.m.
NEDg Description generation batch_69c128753cd8819096edb3c817bfae10 completed March 23, 2026, 11:48 a.m.
NED2 Entity disambiguation (via description) batch_69c129134ce08190ada54a7b3eda27f4 completed March 23, 2026, 11:50 a.m.
Created at: March 22, 2026, 4:13 p.m.