Triple

T1366737
Position Surface form Disambiguated ID Type / Status
Subject Gorontalo–Mongondow languages E30020 entity
Predicate hasMember P10 FINISHED
Object Gorontalo language
The Gorontalo language is an Austronesian language spoken primarily in the Gorontalo region of northern Sulawesi, Indonesia.
 E157945 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: Gorontalo language | Statement: [Gorontalo–Mongondow languages, hasMember, Gorontalo language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Gorontalo language
Context triple: [Gorontalo–Mongondow languages, hasMember, Gorontalo language]
  • A. Gorontalo–Mongondow languages
    The Gorontalo–Mongondow languages are a group of closely related Austronesian languages spoken primarily in northern Sulawesi, Indonesia.
  • B. Enrekang language
    The Enrekang language is an Austronesian language spoken by the Enrekang people in South Sulawesi, Indonesia.
  • C. Buginese language
    Buginese language is an Austronesian language spoken primarily by the Bugis people of South Sulawesi, Indonesia, known for its traditional Lontara script and rich literary heritage.
  • D. Belitung language
    The Belitung language is an Austronesian Malayic language spoken primarily on Belitung Island in Indonesia, closely related to Malay and characterized by its own distinct phonology and vocabulary.
  • E. 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.
  • 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: Gorontalo language
Triple: [Gorontalo–Mongondow languages, hasMember, Gorontalo language]
Generated description
The Gorontalo language is an Austronesian language spoken primarily in the Gorontalo region of northern Sulawesi, Indonesia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Gorontalo language
Target entity description: The Gorontalo language is an Austronesian language spoken primarily in the Gorontalo region of northern Sulawesi, Indonesia.
  • A. Gorontalo–Mongondow languages
    The Gorontalo–Mongondow languages are a group of closely related Austronesian languages spoken primarily in northern Sulawesi, Indonesia.
  • B. Enrekang language
    The Enrekang language is an Austronesian language spoken by the Enrekang people in South Sulawesi, Indonesia.
  • C. Buginese language
    Buginese language is an Austronesian language spoken primarily by the Bugis people of South Sulawesi, Indonesia, known for its traditional Lontara script and rich literary heritage.
  • D. Belitung language
    The Belitung language is an Austronesian Malayic language spoken primarily on Belitung Island in Indonesia, closely related to Malay and characterized by its own distinct phonology and vocabulary.
  • E. 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.
  • 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_69acd47f25c48190a27f87909c15d7c3 completed March 8, 2026, 1:44 a.m.
NEDg Description generation batch_69acd61419608190865b656284adab13 completed March 8, 2026, 1:51 a.m.
NED2 Entity disambiguation (via description) batch_69acd68afe10819081bb5991fb007da9 completed March 8, 2026, 1:53 a.m.
Created at: March 1, 2026, 7:57 p.m.