Triple

T1366739
Position Surface form Disambiguated ID Type / Status
Subject Gorontalo–Mongondow languages E30020 entity
Predicate hasMember P10 FINISHED
Object Bolango language
The Bolango language is an Austronesian language spoken by the Bolango people of northern Sulawesi, Indonesia, and is closely related to other Gorontalo–Mongondow languages.
 E161904 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: Bolango language | Statement: [Gorontalo–Mongondow languages, hasMember, Bolango language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bolango language
Context triple: [Gorontalo–Mongondow languages, hasMember, Bolango language]
  • A. Bima language
    Bima language is an Austronesian language spoken primarily on Sumbawa Island in Indonesia, known for its distinct grammar and vocabulary within the region.
  • B. Banggai language
    The Banggai language is an Austronesian language spoken by the Banggai people in the Banggai Islands and nearby coastal areas of Central Sulawesi, Indonesia.
  • C. Ketagalan language
    The Ketagalan language is an extinct Austronesian language once spoken by the Ketagalan people in northern Taiwan, traditionally classified among the Formosan languages.
  • D. Kedayan language
    The Kedayan language is an Austronesian language spoken primarily by the Kedayan people of Brunei, Sabah, and parts of Borneo, closely related to Malay and other Greater North Borneo languages.
  • E. Gorontalo language
    The Gorontalo language is an Austronesian language spoken primarily in the Gorontalo region of northern Sulawesi, Indonesia.
  • 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: Bolango language
Triple: [Gorontalo–Mongondow languages, hasMember, Bolango language]
Generated description
The Bolango language is an Austronesian language spoken by the Bolango people of northern Sulawesi, Indonesia, and is closely related to other Gorontalo–Mongondow languages.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bolango language
Target entity description: The Bolango language is an Austronesian language spoken by the Bolango people of northern Sulawesi, Indonesia, and is closely related to other Gorontalo–Mongondow languages.
  • A. Bima language
    Bima language is an Austronesian language spoken primarily on Sumbawa Island in Indonesia, known for its distinct grammar and vocabulary within the region.
  • B. Banggai language
    The Banggai language is an Austronesian language spoken by the Banggai people in the Banggai Islands and nearby coastal areas of Central Sulawesi, Indonesia.
  • C. Ketagalan language
    The Ketagalan language is an extinct Austronesian language once spoken by the Ketagalan people in northern Taiwan, traditionally classified among the Formosan languages.
  • D. Kedayan language
    The Kedayan language is an Austronesian language spoken primarily by the Kedayan people of Brunei, Sabah, and parts of Borneo, closely related to Malay and other Greater North Borneo languages.
  • E. Gorontalo language
    The Gorontalo language is an Austronesian language spoken primarily in the Gorontalo region of northern Sulawesi, Indonesia.
  • 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_69a498f912008190a376a98b207b2071 completed March 1, 2026, 7:52 p.m.
NER Named-entity recognition batch_69a4c2d33d2081908008494b5f56bf56 completed March 1, 2026, 10:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69ace566694c81909b07143855014884 completed March 8, 2026, 2:56 a.m.
NEDg Description generation batch_69ace61b0ba08190930f9e21d28b4449 completed March 8, 2026, 2:59 a.m.
NED2 Entity disambiguation (via description) batch_69ace6b543ec819080a5ddeed0273644 completed March 8, 2026, 3:02 a.m.
Created at: March 1, 2026, 7:57 p.m.