Triple

T2936530
Position Surface form Disambiguated ID Type / Status
Subject Malvani E79282 entity
Predicate subclassOf P1244 FINISHED
Object 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.
E311539 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: Marathi–Konkani languages | Statement: [Malvani, subclassOf, Marathi–Konkani languages]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Marathi–Konkani languages
Context triple: [Malvani, subclassOf, Marathi–Konkani languages]
  • A. Konkani
    Konkani is an Indo-Aryan language spoken primarily along India’s Konkan coast, especially in Goa and parts of Karnataka and Maharashtra.
  • B. 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.
  • C. 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.
  • D. Kurukh
    Kurukh is an indigenous Dravidian language spoken primarily by the Oraon tribal communities in eastern and central India.
  • E. Judeo-Marathi
    Judeo-Marathi is a Jewish ethnolect of the Marathi language historically used by the Bene Israel and other Jewish communities in western India, incorporating Hebrew and religious terminology into Marathi.
  • 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: Marathi–Konkani languages
Triple: [Malvani, subclassOf, Marathi–Konkani languages]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Marathi–Konkani languages
Target entity description: 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.
  • A. Konkani
    Konkani is an Indo-Aryan language spoken primarily along India’s Konkan coast, especially in Goa and parts of Karnataka and Maharashtra.
  • B. 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.
  • C. 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.
  • D. Kurukh
    Kurukh is an indigenous Dravidian language spoken primarily by the Oraon tribal communities in eastern and central India.
  • E. Judeo-Marathi
    Judeo-Marathi is a Jewish ethnolect of the Marathi language historically used by the Bene Israel and other Jewish communities in western India, incorporating Hebrew and religious terminology into Marathi.
  • 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_69ad8b0fbab081908f6a61567c045d8d completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad983df5e08190939cd8acf8ad5b55 completed March 8, 2026, 3:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69b0867edf3481909c5fa9d02c5f11b3 completed March 10, 2026, 9 p.m.
NEDg Description generation batch_69b0d66e4c188190a6f41593884080e8 completed March 11, 2026, 2:41 a.m.
NED2 Entity disambiguation (via description) batch_69b0d6abef8c81908d593c39e3824c77 completed March 11, 2026, 2:42 a.m.
Created at: March 8, 2026, 2:56 p.m.