Triple

T2737832
Position Surface form Disambiguated ID Type / Status
Subject Marwari E60671 entity
Predicate writingSystem P454 FINISHED
Object Mahajani script
The Mahajani script is a historical North Indian mercantile writing system once widely used by traders and accountants, particularly for languages like Marwari and Hindi.
E294014 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: Mahajani script | Statement: [Marwari, writingSystem, Mahajani script]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mahajani script
Context triple: [Marwari, writingSystem, Mahajani script]
  • A. Madnhaya script
    The Madnhaya script is a modern cursive form of the Syriac alphabet used primarily by Assyrian and Chaldean Christian communities in liturgical and literary contexts.
  • B. Shahmukhi script
    Shahmukhi script is a Perso-Arabic–based writing system primarily used for writing the Punjabi language in Pakistan.
  • C. Kaithi script
    The Kaithi script is a historical Brahmic writing system of northern India that was widely used for administrative and literary purposes in several Indo-Aryan languages, including Bhojpuri.
  • D. Gondi script
    Gondi script is an abugida writing system used to represent the Gondi language spoken by the Gondi people of central India.
  • E. Diwani script
    Diwani script is an ornate Ottoman-era style of Arabic calligraphy characterized by its intricate, flowing lines and dense, decorative composition often used in royal decrees and official documents.
  • 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: Mahajani script
Triple: [Marwari, writingSystem, Mahajani script]
Generated description
The Mahajani script is a historical North Indian mercantile writing system once widely used by traders and accountants, particularly for languages like Marwari and Hindi.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mahajani script
Target entity description: The Mahajani script is a historical North Indian mercantile writing system once widely used by traders and accountants, particularly for languages like Marwari and Hindi.
  • A. Madnhaya script
    The Madnhaya script is a modern cursive form of the Syriac alphabet used primarily by Assyrian and Chaldean Christian communities in liturgical and literary contexts.
  • B. Shahmukhi script
    Shahmukhi script is a Perso-Arabic–based writing system primarily used for writing the Punjabi language in Pakistan.
  • C. Kaithi script
    The Kaithi script is a historical Brahmic writing system of northern India that was widely used for administrative and literary purposes in several Indo-Aryan languages, including Bhojpuri.
  • D. Gondi script
    Gondi script is an abugida writing system used to represent the Gondi language spoken by the Gondi people of central India.
  • E. Diwani script
    Diwani script is an ornate Ottoman-era style of Arabic calligraphy characterized by its intricate, flowing lines and dense, decorative composition often used in royal decrees and official documents.
  • 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_69ab4b77febc819095603eb012cd141b completed March 6, 2026, 9:47 p.m.
NER Named-entity recognition batch_69abdb12e03c8190b270c814ce47b626 completed March 7, 2026, 8 a.m.
NED1 Entity disambiguation (via context triple) batch_69afb6a5dda0819092508b9e10030d09 completed March 10, 2026, 6:13 a.m.
NEDg Description generation batch_69afb88eed3c8190a74cabe803cdc2ec completed March 10, 2026, 6:22 a.m.
NED2 Entity disambiguation (via description) batch_69afb95468c88190929c736cef8c50d5 completed March 10, 2026, 6:25 a.m.
Created at: March 6, 2026, 9:56 p.m.