Triple

T23505138
Position Surface form Disambiguated ID Type / Status
Subject Thulung language E572260 entity
Predicate spokenBy P2181 FINISHED
Object Thulung Rai people
The Thulung Rai people are an indigenous Kirati ethnic group of eastern Nepal known for their distinct Thulung language, rich oral traditions, and Himalayan hill agriculture.
E1589111 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: Thulung Rai people | Statement: [Thulung language, spokenBy, Thulung Rai people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Thulung Rai people
Context triple: [Thulung language, spokenBy, Thulung Rai people]
  • A. Dhanggati people
    The Dhanggati people are an Aboriginal Australian group traditionally associated with the Macleay Valley region of New South Wales, known for their distinct language and cultural heritage.
  • B. Dhanka people
    The Dhanka people are an indigenous community of India recognized as a Scheduled Tribe in several states, traditionally engaged in forest-based livelihoods and distinct for their own cultural practices and social organization.
  • C. Kumaoni people
    The Kumaoni people are an Indo-Aryan ethnic group native to the Kumaon region of Uttarakhand in the Indian Himalayas, known for their distinct language, culture, and traditions.
  • D. Thungutti people
    The Thungutti people are an Aboriginal Australian group traditionally associated with the mid-north coast and tablelands region of New South Wales, known for their rich cultural heritage and enduring connection to their ancestral lands.
  • E. Jaitmathang people
    The Jaitmathang people are an Aboriginal Australian group traditionally associated with the alpine and highland regions of northeastern Victoria.
  • 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: Thulung Rai people
Triple: [Thulung language, spokenBy, Thulung Rai people]
Generated description
The Thulung Rai people are an indigenous Kirati ethnic group of eastern Nepal known for their distinct Thulung language, rich oral traditions, and Himalayan hill agriculture.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Thulung Rai people
Target entity description: The Thulung Rai people are an indigenous Kirati ethnic group of eastern Nepal known for their distinct Thulung language, rich oral traditions, and Himalayan hill agriculture.
  • A. Dhanggati people
    The Dhanggati people are an Aboriginal Australian group traditionally associated with the Macleay Valley region of New South Wales, known for their distinct language and cultural heritage.
  • B. Dhanka people
    The Dhanka people are an indigenous community of India recognized as a Scheduled Tribe in several states, traditionally engaged in forest-based livelihoods and distinct for their own cultural practices and social organization.
  • C. Kumaoni people
    The Kumaoni people are an Indo-Aryan ethnic group native to the Kumaon region of Uttarakhand in the Indian Himalayas, known for their distinct language, culture, and traditions.
  • D. Thungutti people
    The Thungutti people are an Aboriginal Australian group traditionally associated with the mid-north coast and tablelands region of New South Wales, known for their rich cultural heritage and enduring connection to their ancestral lands.
  • E. Jaitmathang people
    The Jaitmathang people are an Aboriginal Australian group traditionally associated with the alpine and highland regions of northeastern Victoria.
  • 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_69e245b5e4208190bac8a6509867e394 completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f1a8ff97c88190a67f787e1674619e completed April 29, 2026, 6:45 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c8277b97481909b1405fd7469b910 completed May 19, 2026, 3:32 p.m.
NEDg Description generation batch_6a0ca6f2d4288190b0b5fd46d2a387bf completed May 19, 2026, 6:07 p.m.
NED2 Entity disambiguation (via description) batch_6a0ca7f09af48190b7bfdae25d2f286b completed May 19, 2026, 6:12 p.m.
Created at: April 17, 2026, 6:07 p.m.