Triple

T7886688
Position Surface form Disambiguated ID Type / Status
Subject Marpha E183120 entity
Predicate ethnicGroup P194 FINISHED
Object Thakali
The Thakali are an indigenous ethnic group of Nepal, traditionally known as prosperous traders and hoteliers along the Kali Gandaki Valley and for their distinctive cuisine and cultural practices.
 E702203 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: Thakali | Statement: [Marpha, ethnicGroup, Thakali]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Thakali
Context triple: [Marpha, ethnicGroup, Thakali]
  • A. Nabaloi
    Nabaloi is an Austronesian language spoken by the Ibaloi people of the northern Philippines, particularly in the Benguet region of Luzon.
  • B. Tulak
    Tulak is a town in Afghanistan that serves as a local settlement within Ghor Province.
  • C. Kharia
    Kharia is an Austroasiatic tribal language spoken primarily by the Kharia people in eastern-central India, especially in the state of Jharkhand.
  • D. Barshaini
    Barshaini is a small Himalayan village in Himachal Pradesh, India, that serves as a popular base and trailhead for treks into the Parvati Valley and surrounding high-altitude landscapes.
  • E. Rabha
    Rabha are an indigenous ethnic group of Northeast India, primarily inhabiting Assam and Meghalaya, known for their distinct Tibeto-Burman language, agrarian lifestyle, and rich folk traditions.
  • 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: Thakali
Triple: [Marpha, ethnicGroup, Thakali]
Generated description
The Thakali are an indigenous ethnic group of Nepal, traditionally known as prosperous traders and hoteliers along the Kali Gandaki Valley and for their distinctive cuisine and cultural practices.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Thakali
Target entity description: The Thakali are an indigenous ethnic group of Nepal, traditionally known as prosperous traders and hoteliers along the Kali Gandaki Valley and for their distinctive cuisine and cultural practices.
  • A. Nabaloi
    Nabaloi is an Austronesian language spoken by the Ibaloi people of the northern Philippines, particularly in the Benguet region of Luzon.
  • B. Tulak
    Tulak is a town in Afghanistan that serves as a local settlement within Ghor Province.
  • C. Kharia
    Kharia is an Austroasiatic tribal language spoken primarily by the Kharia people in eastern-central India, especially in the state of Jharkhand.
  • D. Barshaini
    Barshaini is a small Himalayan village in Himachal Pradesh, India, that serves as a popular base and trailhead for treks into the Parvati Valley and surrounding high-altitude landscapes.
  • E. Rabha
    Rabha are an indigenous ethnic group of Northeast India, primarily inhabiting Assam and Meghalaya, known for their distinct Tibeto-Burman language, agrarian lifestyle, and rich folk traditions.
  • 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_69ca828af6e48190a06ee7010d8f0e64 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb39d7e6308190b5a554385e83ff0d completed March 31, 2026, 3:04 a.m.
NED1 Entity disambiguation (via context triple) batch_69cbdfb5d7e08190a04dc9d3dc35a0e6 completed March 31, 2026, 2:52 p.m.
NEDg Description generation batch_69cbe4888800819080eb11c9b7b7e28f completed March 31, 2026, 3:13 p.m.
NED2 Entity disambiguation (via description) batch_69cc1175c8a481909b29d3b850ad9084 completed March 31, 2026, 6:24 p.m.
Created at: March 30, 2026, 4:59 p.m.