Triple

T6259587
Position Surface form Disambiguated ID Type / Status
Subject Khandeshi people E140261 entity
Predicate language P15 FINISHED
Object Khandeshi language
Khandeshi language is an Indo-Aryan language spoken primarily in the Khandesh region of Maharashtra, India, known for its distinct blend of Marathi and Gujarati linguistic features.
E580276 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: Khandeshi language | Statement: [Khandeshi people, language, Khandeshi language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Khandeshi language
Context triple: [Khandeshi people, language, Khandeshi language]
  • A. Marwari language
    Marwari language is an Indo-Aryan language of the Rajasthani group, primarily spoken in the Marwar region of Rajasthan, India, and by diaspora communities in neighboring countries.
  • B. Maharashtri Prakrit
    Maharashtri Prakrit is an ancient Middle Indo-Aryan language historically used in western and central India, especially in classical poetry and drama, and is a key ancestor of several modern Indo-Aryan languages.
  • C. Swati language
    Swati language is a Bantu language of the Nguni group spoken primarily in Eswatini and parts of South Africa.
  • D. Marathi–Konkani languages
    Marathi–Konkani languages are a group of closely related Indo-Aryan languages and dialects spoken primarily along India’s western coastal region, especially in Maharashtra, Goa, and parts of Karnataka.
  • E. Marathi language
    Marathi language is an Indo-Aryan language predominantly spoken in the Indian state of Maharashtra and surrounding regions, with a rich literary tradition and official status in the state.
  • 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: Khandeshi language
Triple: [Khandeshi people, language, Khandeshi language]
Generated description
Khandeshi language is an Indo-Aryan language spoken primarily in the Khandesh region of Maharashtra, India, known for its distinct blend of Marathi and Gujarati linguistic features.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Khandeshi language
Target entity description: Khandeshi language is an Indo-Aryan language spoken primarily in the Khandesh region of Maharashtra, India, known for its distinct blend of Marathi and Gujarati linguistic features.
  • A. Marwari language
    Marwari language is an Indo-Aryan language of the Rajasthani group, primarily spoken in the Marwar region of Rajasthan, India, and by diaspora communities in neighboring countries.
  • B. Maharashtri Prakrit
    Maharashtri Prakrit is an ancient Middle Indo-Aryan language historically used in western and central India, especially in classical poetry and drama, and is a key ancestor of several modern Indo-Aryan languages.
  • C. Swati language
    Swati language is a Bantu language of the Nguni group spoken primarily in Eswatini and parts of South Africa.
  • D. Marathi–Konkani languages
    Marathi–Konkani languages are a group of closely related Indo-Aryan languages and dialects spoken primarily along India’s western coastal region, especially in Maharashtra, Goa, and parts of Karnataka.
  • E. Marathi language
    Marathi language is an Indo-Aryan language predominantly spoken in the Indian state of Maharashtra and surrounding regions, with a rich literary tradition and official status in the state.
  • 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_69c008c95c5c819084bd3dd56133d84d completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c06383616c819090c7994740317564 completed March 22, 2026, 9:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69c24444b85c8190adf09c473b42ea9b completed March 24, 2026, 7:59 a.m.
NEDg Description generation batch_69c4fb6bb9bc8190a29ae09221aa5464 completed March 26, 2026, 9:24 a.m.
NED2 Entity disambiguation (via description) batch_69c4fc075dd881908230bb66d1445d5a completed March 26, 2026, 9:27 a.m.
Created at: March 22, 2026, 4:24 p.m.