Triple

T4017377
Position Surface form Disambiguated ID Type / Status
Subject North Dravidian languages E91195 entity
Predicate spokenBy P2181 FINISHED
Object Malto people
The Malto people are an indigenous ethnic group of eastern India, traditionally forest-dwelling and known for their distinct culture and language within the Dravidian family.
E407559 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: Malto people | Statement: [North Dravidian languages, spokenBy, Malto people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Malto people
Context triple: [North Dravidian languages, spokenBy, Malto people]
  • A. Maltese people
    Maltese people are the native inhabitants of the Maltese Islands in the central Mediterranean, known for their distinct culture shaped by a blend of European and North African influences.
  • B. Soqotri people
    The Soqotri people are an indigenous ethnic group of the Socotra archipelago, known for their distinct Semitic language and unique cultural traditions shaped by the islands’ long isolation.
  • C. Zanaki people
    The Zanaki people are a small Bantu ethnic group of northwestern Tanzania, traditionally inhabiting the area around Lake Victoria and known as the ethnic group of Julius Nyerere, the country’s first president.
  • D. Vasi people
    The Vasi people are an ethnic group of the Himalayan region known for speaking the Prasun language, one of the Nuristani languages of northeastern Afghanistan.
  • E. Oirat people
    The Oirat people are a group of western Mongolic tribes historically known for their powerful nomadic confederations in Central Asia and for founding the Dzungar Khanate.
  • 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: Malto people
Triple: [North Dravidian languages, spokenBy, Malto people]
Generated description
The Malto people are an indigenous ethnic group of eastern India, traditionally forest-dwelling and known for their distinct culture and language within the Dravidian family.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Malto people
Target entity description: The Malto people are an indigenous ethnic group of eastern India, traditionally forest-dwelling and known for their distinct culture and language within the Dravidian family.
  • A. Maltese people
    Maltese people are the native inhabitants of the Maltese Islands in the central Mediterranean, known for their distinct culture shaped by a blend of European and North African influences.
  • B. Soqotri people
    The Soqotri people are an indigenous ethnic group of the Socotra archipelago, known for their distinct Semitic language and unique cultural traditions shaped by the islands’ long isolation.
  • C. Zanaki people
    The Zanaki people are a small Bantu ethnic group of northwestern Tanzania, traditionally inhabiting the area around Lake Victoria and known as the ethnic group of Julius Nyerere, the country’s first president.
  • D. Vasi people
    The Vasi people are an ethnic group of the Himalayan region known for speaking the Prasun language, one of the Nuristani languages of northeastern Afghanistan.
  • E. Oirat people
    The Oirat people are a group of western Mongolic tribes historically known for their powerful nomadic confederations in Central Asia and for founding the Dzungar Khanate.
  • 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_69aed9618b04819081750d979d2af098 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aefaa85ac881909e46fb3d76a794af completed March 9, 2026, 4:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69b54c792d948190aed89f2a52d65688 completed March 14, 2026, 11:54 a.m.
NEDg Description generation batch_69b54cf3da208190aa844c9ea66354fe completed March 14, 2026, 11:56 a.m.
NED2 Entity disambiguation (via description) batch_69b55159dc288190a63d5f5164b73bbb completed March 14, 2026, 12:15 p.m.
Created at: March 9, 2026, 3:35 p.m.