Triple

T8073298
Position Surface form Disambiguated ID Type / Status
Subject North Cachar Hills E188427 entity
Predicate hasMajorLanguage P207 FINISHED
Object Zeme language
Zeme language is a Sino-Tibetan language spoken primarily by the Zeme Naga people in parts of Northeast India, including the North Cachar Hills region.
 E710320 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: Zeme language | Statement: [North Cachar Hills, hasMajorLanguage, Zeme language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Zeme language
Context triple: [North Cachar Hills, hasMajorLanguage, Zeme language]
  • A. Zerma language
    Zerma language is a Songhay language spoken primarily in Niger and neighboring countries, serving as a major lingua franca in the region.
  • B. Emilian language
    The Emilian language is a Romance language spoken primarily in the Emilia region of northern Italy, characterized by several distinct local dialects and strong historical ties to neighboring Gallo-Italic varieties.
  • C. Godoberi language
    The Godoberi language is a Northeast Caucasian (Nakh-Daghestanian) language spoken by the Godoberi people in the Republic of Dagestan, Russia.
  • D. Vinza language
    The Vinza language is a Bantu language spoken by the Vinza people of Tanzania, closely related to neighboring languages in the region.
  • E. Nomatsiguenga language
    The Nomatsiguenga language is an Arawakan language spoken by the Nomatsiguenga people of Peru’s Amazon rainforest, closely associated with the broader Asháninka linguistic and cultural group.
  • 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: Zeme language
Triple: [North Cachar Hills, hasMajorLanguage, Zeme language]
Generated description
Zeme language is a Sino-Tibetan language spoken primarily by the Zeme Naga people in parts of Northeast India, including the North Cachar Hills region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Zeme language
Target entity description: Zeme language is a Sino-Tibetan language spoken primarily by the Zeme Naga people in parts of Northeast India, including the North Cachar Hills region.
  • A. Zerma language
    Zerma language is a Songhay language spoken primarily in Niger and neighboring countries, serving as a major lingua franca in the region.
  • B. Emilian language
    The Emilian language is a Romance language spoken primarily in the Emilia region of northern Italy, characterized by several distinct local dialects and strong historical ties to neighboring Gallo-Italic varieties.
  • C. Godoberi language
    The Godoberi language is a Northeast Caucasian (Nakh-Daghestanian) language spoken by the Godoberi people in the Republic of Dagestan, Russia.
  • D. Vinza language
    The Vinza language is a Bantu language spoken by the Vinza people of Tanzania, closely related to neighboring languages in the region.
  • E. Nomatsiguenga language
    The Nomatsiguenga language is an Arawakan language spoken by the Nomatsiguenga people of Peru’s Amazon rainforest, closely associated with the broader Asháninka linguistic and cultural group.
  • 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_69ca82b50c708190863f661d438e68df completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb404a98408190b6c8eecb95ad086d completed March 31, 2026, 3:32 a.m.
NED1 Entity disambiguation (via context triple) batch_69cc63ecb04881909b1849dc4ef7c2bc completed April 1, 2026, 12:16 a.m.
NEDg Description generation batch_69cc651d340c819089306bac7110f57a completed April 1, 2026, 12:21 a.m.
NED2 Entity disambiguation (via description) batch_69cc666ecc04819092ee4cc035dde627 completed April 1, 2026, 12:27 a.m.
Created at: March 30, 2026, 5:27 p.m.