Triple

T8751185
Position Surface form Disambiguated ID Type / Status
Subject Proto-Barito E207958 entity
Predicate ancestorOf P369 FINISHED
Object Dusun Malang language
The Dusun Malang language is an Austronesian language spoken by the Dusun Malang people of Borneo, belonging to the Barito subgroup and reflecting features inherited from Proto-Barito.
E755369 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: Dusun Malang language | Statement: [Proto-Barito, ancestorOf, Dusun Malang language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dusun Malang language
Context triple: [Proto-Barito, ancestorOf, Dusun Malang language]
  • A. Dusun Witu language
    Dusun Witu is an Austronesian language of the Barito group spoken by the Dusun Witu people in Kalimantan, Indonesia.
  • B. Mangseng language
    The Mangseng language is an Oceanic language spoken in Papua New Guinea, belonging to the Western Bismarck subgroup of the Austronesian language family.
  • C. Maleng language
    The Maleng language is a Vietic language spoken by the Maleng people of Laos and Vietnam, known for preserving archaic features within the Vietic branch of the Austroasiatic family.
  • D. Malimpung language
    The Malimpung language is an Austronesian language spoken by a small community in South Sulawesi, Indonesia, and is part of the Massenrempulu subgroup.
  • E. Manjaku language
    The Manjaku language is an Atlantic language of the Niger-Congo family spoken primarily by the Manjaku people in Guinea-Bissau and neighboring West African countries.
  • 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: Dusun Malang language
Triple: [Proto-Barito, ancestorOf, Dusun Malang language]
Generated description
The Dusun Malang language is an Austronesian language spoken by the Dusun Malang people of Borneo, belonging to the Barito subgroup and reflecting features inherited from Proto-Barito.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dusun Malang language
Target entity description: The Dusun Malang language is an Austronesian language spoken by the Dusun Malang people of Borneo, belonging to the Barito subgroup and reflecting features inherited from Proto-Barito.
  • A. Dusun Witu language
    Dusun Witu is an Austronesian language of the Barito group spoken by the Dusun Witu people in Kalimantan, Indonesia.
  • B. Mangseng language
    The Mangseng language is an Oceanic language spoken in Papua New Guinea, belonging to the Western Bismarck subgroup of the Austronesian language family.
  • C. Maleng language
    The Maleng language is a Vietic language spoken by the Maleng people of Laos and Vietnam, known for preserving archaic features within the Vietic branch of the Austroasiatic family.
  • D. Malimpung language
    The Malimpung language is an Austronesian language spoken by a small community in South Sulawesi, Indonesia, and is part of the Massenrempulu subgroup.
  • E. Manjaku language
    The Manjaku language is an Atlantic language of the Niger-Congo family spoken primarily by the Manjaku people in Guinea-Bissau and neighboring West African countries.
  • 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_69ca835bb2bc819084bb5906cb6ef7f8 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc5da774f4819099e5bfd12973d946 completed March 31, 2026, 11:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69cf4326d8cc8190900f5f91da6ef6c8 completed April 3, 2026, 4:33 a.m.
NEDg Description generation batch_69cf4462da648190a621397fa88dd4bd completed April 3, 2026, 4:38 a.m.
NED2 Entity disambiguation (via description) batch_69cf454c4d248190a925b15c23af1a24 completed April 3, 2026, 4:42 a.m.
Created at: March 30, 2026, 6:39 p.m.