Triple

T4147936
Position Surface form Disambiguated ID Type / Status
Subject Tamil script E89832 entity
Predicate usedFor P98 FINISHED
Object Paniya language
The Paniya language is a Dravidian tribal language spoken primarily by the Paniya people in parts of Kerala, Karnataka, and Tamil Nadu in southern India.
 E418596 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: Paniya language | Statement: [Tamil script, usedFor, Paniya language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Paniya language
Context triple: [Tamil script, usedFor, Paniya language]
  • A. Puyuma language
    The Puyuma language is an endangered Austronesian language spoken by the Puyuma Indigenous people of southeastern Taiwan.
  • B. Payaya language
    The Payaya language is an extinct and poorly documented Native American language once spoken by the Payaya people in what is now south-central Texas, generally classified within the Coahuiltecan group.
  • C. Patamona language
    The Patamona language is an indigenous Cariban language spoken by the Patamona people of the Guiana Highlands in Guyana and northern Brazil.
  • D. Kalinago language
    The Kalinago language is an extinct Cariban language once spoken by the indigenous Kalinago (Island Carib) people of the Lesser Antilles in the Caribbean.
  • E. Baniwa language
    Baniwa is an Arawakan Indigenous language spoken primarily along the Rio Negro in northwestern Brazil, as well as in parts of Colombia and Venezuela.
  • 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: Paniya language
Triple: [Tamil script, usedFor, Paniya language]
Generated description
The Paniya language is a Dravidian tribal language spoken primarily by the Paniya people in parts of Kerala, Karnataka, and Tamil Nadu in southern India.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Paniya language
Target entity description: The Paniya language is a Dravidian tribal language spoken primarily by the Paniya people in parts of Kerala, Karnataka, and Tamil Nadu in southern India.
  • A. Puyuma language
    The Puyuma language is an endangered Austronesian language spoken by the Puyuma Indigenous people of southeastern Taiwan.
  • B. Payaya language
    The Payaya language is an extinct and poorly documented Native American language once spoken by the Payaya people in what is now south-central Texas, generally classified within the Coahuiltecan group.
  • C. Patamona language
    The Patamona language is an indigenous Cariban language spoken by the Patamona people of the Guiana Highlands in Guyana and northern Brazil.
  • D. Kalinago language
    The Kalinago language is an extinct Cariban language once spoken by the indigenous Kalinago (Island Carib) people of the Lesser Antilles in the Caribbean.
  • E. Baniwa language
    Baniwa is an Arawakan Indigenous language spoken primarily along the Rio Negro in northwestern Brazil, as well as in parts of Colombia and Venezuela.
  • 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_69aed95a59a881909b26e70b42c6811a completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69af026130bc8190ae3b0e9bec5ccad6 completed March 9, 2026, 5:24 p.m.
NED1 Entity disambiguation (via context triple) batch_69b57f3136c48190b158142311bfbc6d completed March 14, 2026, 3:30 p.m.
NEDg Description generation batch_69b58330b1d48190a3af96d3c0e7aa1b completed March 14, 2026, 3:48 p.m.
NED2 Entity disambiguation (via description) batch_69b583ba1fd8819092b7fe73a17dc406 completed March 14, 2026, 3:50 p.m.
Created at: March 9, 2026, 3:43 p.m.