Triple

T5575431
Position Surface form Disambiguated ID Type / Status
Subject Bornean languages E146305 entity
Predicate hasSubgroup P747 FINISHED
Object Dusunic languages
The Dusunic languages are a group of closely related Austronesian languages spoken primarily by the Dusun and related ethnic groups in northern Borneo, especially in the Malaysian state of Sabah.
E528640 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: Dusunic languages | Statement: [Bornean languages, hasSubgroup, Dusunic languages]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dusunic languages
Context triple: [Bornean languages, hasSubgroup, Dusunic languages]
  • A. Dhegihan languages
    The Dhegihan languages are a subgroup of the Siouan language family traditionally spoken by several Native American tribes of the central United States, including the Omaha, Ponca, Osage, Kansa, and Quapaw.
  • B. Katuic languages
    Katuic languages are a branch of the Austroasiatic language family spoken primarily in Laos, Vietnam, and neighboring regions by various indigenous ethnic groups.
  • C. Dargic languages
    Dargic languages are a group of closely related Northeast Caucasian languages spoken primarily in the Republic of Dagestan in the North Caucasus region of Russia.
  • D. Avar-Andic languages
    The Avar-Andic languages are a branch of the Northeast Caucasian language family spoken primarily in Dagestan and neighboring regions of the eastern Caucasus.
  • E. Batanic languages
    Batanic languages are a small subgroup of Austronesian languages spoken primarily in the Batanes Islands of the northern Philippines and parts of Taiwan, known for their unique phonological and lexical features.
  • 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: Dusunic languages
Triple: [Bornean languages, hasSubgroup, Dusunic languages]
Generated description
The Dusunic languages are a group of closely related Austronesian languages spoken primarily by the Dusun and related ethnic groups in northern Borneo, especially in the Malaysian state of Sabah.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dusunic languages
Target entity description: The Dusunic languages are a group of closely related Austronesian languages spoken primarily by the Dusun and related ethnic groups in northern Borneo, especially in the Malaysian state of Sabah.
  • A. Dhegihan languages
    The Dhegihan languages are a subgroup of the Siouan language family traditionally spoken by several Native American tribes of the central United States, including the Omaha, Ponca, Osage, Kansa, and Quapaw.
  • B. Katuic languages
    Katuic languages are a branch of the Austroasiatic language family spoken primarily in Laos, Vietnam, and neighboring regions by various indigenous ethnic groups.
  • C. Dargic languages
    Dargic languages are a group of closely related Northeast Caucasian languages spoken primarily in the Republic of Dagestan in the North Caucasus region of Russia.
  • D. Avar-Andic languages
    The Avar-Andic languages are a branch of the Northeast Caucasian language family spoken primarily in Dagestan and neighboring regions of the eastern Caucasus.
  • E. Batanic languages
    Batanic languages are a small subgroup of Austronesian languages spoken primarily in the Batanes Islands of the northern Philippines and parts of Taiwan, known for their unique phonological and lexical features.
  • 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_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_69c02855acac8190bd00219aa9647e98 completed March 22, 2026, 5:35 p.m.
NEDg Description generation batch_69c0366f37f0819097ca1b23b8ebecc2 completed March 22, 2026, 6:35 p.m.
NED2 Entity disambiguation (via description) batch_69c036ee4e1c8190b9e60655d72407ff completed March 22, 2026, 6:37 p.m.
Created at: March 22, 2026, 3:37 p.m.