Triple

T11163573
Position Surface form Disambiguated ID Type / Status
Subject Yamatji people E264102 entity
Predicate hasLanguage P15 FINISHED
Object Malgana language
The Malgana language is an Aboriginal Australian language traditionally spoken by the Malgana people of Western Australia’s Shark Bay region.
 E909325 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: Malgana language | Statement: [Yamatji people, hasLanguage, Malgana language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Malgana language
Context triple: [Yamatji people, hasLanguage, Malgana language]
  • A. Magahi language
    Magahi language is an Eastern Indo-Aryan language spoken primarily in the Indian state of Bihar and surrounding regions, closely related to languages like Bhojpuri and Maithili.
  • B. Marda language
    The Marda language is a lesser-known Nilo-Saharan language variety spoken by the Kunama people in parts of the Horn of Africa.
  • C. Maléku language
    The Maléku language is an indigenous Chibchan language spoken by the Maléku people of northern Costa Rica, known for its endangered status and rich oral tradition.
  • D. Kharia language
    Kharia language is a Munda language spoken primarily by the Kharia people in eastern India, especially in the states of Jharkhand, Odisha, and Chhattisgarh.
  • E. Kumaoni language
    Kumaoni language is an Indo-Aryan language of the Central Pahari group spoken primarily in the Kumaon region of Uttarakhand, India.
  • 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: Malgana language
Triple: [Yamatji people, hasLanguage, Malgana language]
Generated description
The Malgana language is an Aboriginal Australian language traditionally spoken by the Malgana people of Western Australia’s Shark Bay region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Malgana language
Target entity description: The Malgana language is an Aboriginal Australian language traditionally spoken by the Malgana people of Western Australia’s Shark Bay region.
  • A. Magahi language
    Magahi language is an Eastern Indo-Aryan language spoken primarily in the Indian state of Bihar and surrounding regions, closely related to languages like Bhojpuri and Maithili.
  • B. Marda language
    The Marda language is a lesser-known Nilo-Saharan language variety spoken by the Kunama people in parts of the Horn of Africa.
  • C. Maléku language
    The Maléku language is an indigenous Chibchan language spoken by the Maléku people of northern Costa Rica, known for its endangered status and rich oral tradition.
  • D. Kharia language
    Kharia language is a Munda language spoken primarily by the Kharia people in eastern India, especially in the states of Jharkhand, Odisha, and Chhattisgarh.
  • E. Kumaoni language
    Kumaoni language is an Indo-Aryan language of the Central Pahari group spoken primarily in the Kumaon region of Uttarakhand, India.
  • 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_69d6aa9ccddc8190868998c8b7beb060 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e8832fe88190a74d81f9ed547baa completed April 9, 2026, 5:57 p.m.
NED1 Entity disambiguation (via context triple) batch_69e463851a348190a9a8bd1501026d83 completed April 19, 2026, 5:09 a.m.
NEDg Description generation batch_69e46c374ca08190a876ee68dea9b821 completed April 19, 2026, 5:46 a.m.
NED2 Entity disambiguation (via description) batch_69e4747bc02c81908f0782cf85667f3f completed April 19, 2026, 6:21 a.m.
Created at: April 8, 2026, 9:29 p.m.