Triple

T5575434
Position Surface form Disambiguated ID Type / Status
Subject Bornean languages E146305 entity
Predicate hasSubgroup P747 FINISHED
Object Murutic languages
The Murutic languages are a group of closely related Austronesian languages spoken primarily by the Murut and neighboring indigenous communities in northern Borneo, especially in Sabah, Malaysia.
 E536158 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: Murutic languages | Statement: [Bornean languages, hasSubgroup, Murutic languages]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Murutic languages
Context triple: [Bornean languages, hasSubgroup, Murutic languages]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Yuin–Kuric languages
    The Yuin–Kuric languages are a subgroup of Australian Aboriginal languages traditionally spoken in southeastern Australia, including the language of the Wiradjuri people.
  • E. Illyrian language
    The Illyrian language was an extinct Indo-European language once spoken by the ancient Illyrian peoples in the western Balkans, known primarily from sparse onomastic and epigraphic evidence.
  • 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: Murutic languages
Triple: [Bornean languages, hasSubgroup, Murutic languages]
Generated description
The Murutic languages are a group of closely related Austronesian languages spoken primarily by the Murut and neighboring indigenous communities in northern Borneo, especially in Sabah, Malaysia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Murutic languages
Target entity description: The Murutic languages are a group of closely related Austronesian languages spoken primarily by the Murut and neighboring indigenous communities in northern Borneo, especially in Sabah, Malaysia.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Yuin–Kuric languages
    The Yuin–Kuric languages are a subgroup of Australian Aboriginal languages traditionally spoken in southeastern Australia, including the language of the Wiradjuri people.
  • E. Illyrian language
    The Illyrian language was an extinct Indo-European language once spoken by the ancient Illyrian peoples in the western Balkans, known primarily from sparse onomastic and epigraphic evidence.
  • 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_69c04d21ac6c81908a07c049d1ab81c6 completed March 22, 2026, 8:12 p.m.
NEDg Description generation batch_69c04e879a8c8190942968982223f6e4 completed March 22, 2026, 8:18 p.m.
NED2 Entity disambiguation (via description) batch_69c04f3c31b48190aeefd41bea55d367 completed March 22, 2026, 8:21 p.m.
Created at: March 22, 2026, 3:37 p.m.