Triple

T200750
Position Surface form Disambiguated ID Type / Status
Subject Austronesian languages E4098 entity
Predicate hasSubfamily P747 FINISHED
Object Barito languages subgroup
The Barito languages subgroup is a branch of the Austronesian language family spoken primarily along the Barito River region of southern Borneo and known for its close historical links to the Malagasy language of Madagascar.
 E34819 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: Barito languages subgroup | Statement: [Austronesian languages, hasSubfamily, Barito languages subgroup]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Barito languages subgroup
Context triple: [Austronesian languages, hasSubfamily, Barito languages subgroup]
  • A. Sama–Bajaw languages subgroup
    The Sama–Bajaw languages subgroup is a branch of the Austronesian language family spoken primarily by maritime Sama-Bajau peoples across the southern Philippines, eastern Malaysia, and parts of Indonesia.
  • B. Timor–Babar languages
    The Timor–Babar languages are a subgroup of Austronesian languages spoken primarily on Timor and nearby islands in eastern Indonesia, noted for their complex phonologies and diverse grammatical structures.
  • C. Gorontalo–Mongondow languages
    The Gorontalo–Mongondow languages are a group of closely related Austronesian languages spoken primarily in northern Sulawesi, Indonesia.
  • D. Bisayan languages subgroup
    The Bisayan languages subgroup is a branch of the Austronesian language family comprising closely related languages spoken primarily in the Visayas and parts of Mindanao and Luzon in the Philippines.
  • E. Bima–Sumba languages
    The Bima–Sumba languages are a subgroup of Austronesian languages spoken primarily on the islands of Sumbawa and Sumba in eastern 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: Barito languages subgroup
Triple: [Austronesian languages, hasSubfamily, Barito languages subgroup]
Generated description
The Barito languages subgroup is a branch of the Austronesian language family spoken primarily along the Barito River region of southern Borneo and known for its close historical links to the Malagasy language of Madagascar.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Barito languages subgroup
Target entity description: The Barito languages subgroup is a branch of the Austronesian language family spoken primarily along the Barito River region of southern Borneo and known for its close historical links to the Malagasy language of Madagascar.
  • A. Sama–Bajaw languages subgroup
    The Sama–Bajaw languages subgroup is a branch of the Austronesian language family spoken primarily by maritime Sama-Bajau peoples across the southern Philippines, eastern Malaysia, and parts of Indonesia.
  • B. Timor–Babar languages
    The Timor–Babar languages are a subgroup of Austronesian languages spoken primarily on Timor and nearby islands in eastern Indonesia, noted for their complex phonologies and diverse grammatical structures.
  • C. Gorontalo–Mongondow languages
    The Gorontalo–Mongondow languages are a group of closely related Austronesian languages spoken primarily in northern Sulawesi, Indonesia.
  • D. Bisayan languages subgroup
    The Bisayan languages subgroup is a branch of the Austronesian language family comprising closely related languages spoken primarily in the Visayas and parts of Mindanao and Luzon in the Philippines.
  • E. Bima–Sumba languages
    The Bima–Sumba languages are a subgroup of Austronesian languages spoken primarily on the islands of Sumbawa and Sumba in eastern 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_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_69a38b8ac09c81908181fb0f15482e66 completed March 1, 2026, 12:42 a.m.
NEDg Description generation batch_69a38be7def48190b849244482b5a0e2 completed March 1, 2026, 12:44 a.m.
NED2 Entity disambiguation (via description) batch_69a38c30d2988190b48410ccf7783f35 completed March 1, 2026, 12:45 a.m.
Created at: Feb. 28, 2026, 2:44 a.m.