Triple

T200681
Position Surface form Disambiguated ID Type / Status
Subject Austronesian languages E4098 entity
Predicate hasSubfamily P747 FINISHED
Object Gorontalo–Mongondow languages
The Gorontalo–Mongondow languages are a group of closely related Austronesian languages spoken primarily in northern Sulawesi, Indonesia.
 E30020 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–Mongondow languages | Statement: [Austronesian languages, hasSubfamily, Gorontalo–Mongondow languages]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Gorontalo–Mongondow languages
Context triple: [Austronesian languages, hasSubfamily, Gorontalo–Mongondow languages]
  • A. South Sulawesi languages
    South Sulawesi languages are a subgroup of the Austronesian language family spoken primarily on the Indonesian island of Sulawesi, known for their significant internal diversity and historical importance in the region.
  • B. Celebic–South Halmahera languages
    The Celebic–South Halmahera languages are a proposed subgroup of Austronesian languages spoken primarily in Sulawesi and the southern Halmahera region of eastern Indonesia.
  • C. Danao languages
    The Danao languages are a subgroup of Austronesian languages spoken primarily in the southern Philippines, including languages such as Maranao, Maguindanaon, and Iranun.
  • D. Meso-Melanesian languages
    The Meso-Melanesian languages are a subgroup of Oceanic Austronesian languages spoken primarily in parts of Papua New Guinea and the Solomon Islands.
  • E. Penutian languages
    Penutian languages are a proposed family of Native American languages spoken primarily in the western United States, noted for their controversial genetic relationships and inclusion of several distinct regional language groups.
  • 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–Mongondow languages
Triple: [Austronesian languages, hasSubfamily, Gorontalo–Mongondow languages]
Generated description
The Gorontalo–Mongondow languages are a group of closely related Austronesian languages spoken primarily in northern Sulawesi, Indonesia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Gorontalo–Mongondow languages
Target entity description: The Gorontalo–Mongondow languages are a group of closely related Austronesian languages spoken primarily in northern Sulawesi, Indonesia.
  • A. South Sulawesi languages
    South Sulawesi languages are a subgroup of the Austronesian language family spoken primarily on the Indonesian island of Sulawesi, known for their significant internal diversity and historical importance in the region.
  • B. Celebic–South Halmahera languages
    The Celebic–South Halmahera languages are a proposed subgroup of Austronesian languages spoken primarily in Sulawesi and the southern Halmahera region of eastern Indonesia.
  • C. Danao languages
    The Danao languages are a subgroup of Austronesian languages spoken primarily in the southern Philippines, including languages such as Maranao, Maguindanaon, and Iranun.
  • D. Meso-Melanesian languages
    The Meso-Melanesian languages are a subgroup of Oceanic Austronesian languages spoken primarily in parts of Papua New Guinea and the Solomon Islands.
  • E. Penutian languages
    Penutian languages are a proposed family of Native American languages spoken primarily in the western United States, noted for their controversial genetic relationships and inclusion of several distinct regional language groups.
  • 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_69a254bca59881909a15e1496f1508c7 completed Feb. 28, 2026, 2:36 a.m.
NER Named-entity recognition batch_69a25be47ea881909c296b30a0d47a65 completed Feb. 28, 2026, 3:07 a.m.
NED1 Entity disambiguation (via context triple) batch_69a36475d2608190ac11703d8b5e8107 completed Feb. 28, 2026, 9:56 p.m.
NEDg Description generation batch_69a36544b02081908637d9a3fbcd2b92 completed Feb. 28, 2026, 9:59 p.m.
NED2 Entity disambiguation (via description) batch_69a365b0a9488190990bf2d47c5a58de completed Feb. 28, 2026, 10:01 p.m.
Created at: Feb. 28, 2026, 2:44 a.m.