Triple

T5575430
Position Surface form Disambiguated ID Type / Status
Subject Bornean languages E146305 entity
Predicate hasSubgroup P747 FINISHED
Object Sarawak languages
The Sarawak languages are a group of indigenous languages spoken in the Malaysian state of Sarawak on Borneo, encompassing diverse Austronesian and non-Austronesian linguistic communities.
E146305 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: Sarawak languages | Statement: [Bornean languages, hasSubgroup, Sarawak languages]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Sarawak languages
Context triple: [Bornean languages, hasSubgroup, Sarawak languages]
  • A. Bornean languages
    Bornean languages are a subgroup of the Malayo-Polynesian language family spoken on the island of Borneo, encompassing diverse indigenous languages of Brunei, Indonesia, and Malaysia.
  • B. Rejang languages
    The Rejang languages are a small group of Austronesian languages spoken primarily in southwestern Sumatra, Indonesia, known for their distinctive phonology and use of the traditional Rejang script.
  • C. Kutai Malay
    Kutai Malay is a regional variety of the Malayic language family spoken primarily in the Kutai region of East Kalimantan, Indonesia, with its own distinctive phonological and lexical features.
  • D. Alor–Pantar languages
    The Alor–Pantar languages are a group of non-Austronesian (Papuan) languages spoken primarily on the Alor and Pantar islands in eastern Indonesia, noted for their complex morphology and typological diversity.
  • E. Papuan Malay
    Papuan Malay is an eastern Indonesian variety of Malay used as a lingua franca in Papua, characterized by distinctive phonological and grammatical features influenced by local Papuan languages.
  • 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: Sarawak languages
Triple: [Bornean languages, hasSubgroup, Sarawak languages]
Generated description
The Sarawak languages are a group of indigenous languages spoken in the Malaysian state of Sarawak on Borneo, encompassing diverse Austronesian and non-Austronesian linguistic communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Sarawak languages
Target entity description: The Sarawak languages are a group of indigenous languages spoken in the Malaysian state of Sarawak on Borneo, encompassing diverse Austronesian and non-Austronesian linguistic communities.
  • A. Bornean languages chosen
    Bornean languages are a subgroup of the Malayo-Polynesian language family spoken on the island of Borneo, encompassing diverse indigenous languages of Brunei, Indonesia, and Malaysia.
  • B. Rejang languages
    The Rejang languages are a small group of Austronesian languages spoken primarily in southwestern Sumatra, Indonesia, known for their distinctive phonology and use of the traditional Rejang script.
  • C. Kutai Malay
    Kutai Malay is a regional variety of the Malayic language family spoken primarily in the Kutai region of East Kalimantan, Indonesia, with its own distinctive phonological and lexical features.
  • D. Alor–Pantar languages
    The Alor–Pantar languages are a group of non-Austronesian (Papuan) languages spoken primarily on the Alor and Pantar islands in eastern Indonesia, noted for their complex morphology and typological diversity.
  • E. Papuan Malay
    Papuan Malay is an eastern Indonesian variety of Malay used as a lingua franca in Papua, characterized by distinctive phonological and grammatical features influenced by local Papuan languages.
  • F. None of above.

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_69c008ffed108190a084602227af6157 completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c02067e8d8819090a006cb266da5fe completed March 22, 2026, 5:01 p.m.
NED1 Entity disambiguation (via context triple) batch_69c059f3f6648190af2fd9a5e7cc125b completed March 22, 2026, 9:07 p.m.
NEDg Description generation batch_69c05d24fdf481908cfa9c485cd9a9f3 completed March 22, 2026, 9:20 p.m.
NED2 Entity disambiguation (via description) batch_69c05dc3d3cc8190a6bb775b06136972 completed March 22, 2026, 9:23 p.m.
Created at: March 22, 2026, 3:37 p.m.