Triple

T9785304
Position Surface form Disambiguated ID Type / Status
Subject Tamang E237477 entity
Predicate closelyRelatedTo P37 FINISHED
Object Thakali language
The Thakali language is a Tibeto-Burman language spoken by the Thakali people of Nepal’s Kali Gandaki region, known for its distinct dialects and close relation to neighboring Himalayan languages.
 E820707 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 language | Statement: [Tamang, closelyRelatedTo, Thakali language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Thakali language
Context triple: [Tamang, closelyRelatedTo, Thakali language]
  • A. Tharawal language
    Tharawal language is an Australian Aboriginal language traditionally spoken by the Tharawal people of coastal New South Wales, south of Sydney.
  • B. Tindi language
    The Tindi language is a Northeast Caucasian language spoken by the Tindi people in Dagestan, Russia, known for its complex grammar and limited number of speakers.
  • C. 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.
  • D. Kalanga language
    The Kalanga language is a Bantu language spoken primarily by the Kalanga people in parts of Botswana and southwestern Zimbabwe.
  • E. Malasanga language
    The Malasanga language is an Oceanic language spoken in Papua New Guinea, belonging to the Kula–Malasanga subgroup of the Austronesian language family.
  • 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 language
Triple: [Tamang, closelyRelatedTo, Thakali language]
Generated description
The Thakali language is a Tibeto-Burman language spoken by the Thakali people of Nepal’s Kali Gandaki region, known for its distinct dialects and close relation to neighboring Himalayan languages.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Thakali language
Target entity description: The Thakali language is a Tibeto-Burman language spoken by the Thakali people of Nepal’s Kali Gandaki region, known for its distinct dialects and close relation to neighboring Himalayan languages.
  • A. Tharawal language
    Tharawal language is an Australian Aboriginal language traditionally spoken by the Tharawal people of coastal New South Wales, south of Sydney.
  • B. Tindi language
    The Tindi language is a Northeast Caucasian language spoken by the Tindi people in Dagestan, Russia, known for its complex grammar and limited number of speakers.
  • C. 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.
  • D. Kalanga language
    The Kalanga language is a Bantu language spoken primarily by the Kalanga people in parts of Botswana and southwestern Zimbabwe.
  • E. Malasanga language
    The Malasanga language is an Oceanic language spoken in Papua New Guinea, belonging to the Kula–Malasanga subgroup of the Austronesian language family.
  • 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_69ca84da927881909bda80caecad6010 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cda1b8b0a481909d9f7a25881d53be completed April 1, 2026, 10:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1c4235ae88190aefaa6d9b63031e0 completed April 5, 2026, 2:08 a.m.
NEDg Description generation batch_69d1c477c9c48190b08f4871955d4450 completed April 5, 2026, 2:09 a.m.
NED2 Entity disambiguation (via description) batch_69d1c520d3988190b7735f6d16e78ab5 completed April 5, 2026, 2:12 a.m.
Created at: March 30, 2026, 8:27 p.m.