Triple

T7852246
Position Surface form Disambiguated ID Type / Status
Subject Buldhana district E182083 entity
Predicate hasCity P316 FINISHED
Object Malkapur
Malkapur is a town and municipal council in Maharashtra, India, known as a commercial and transport hub within Buldhana district.
E710859 NE FINISHED

Named-entity recognition

Before disambiguation, gpt-5-mini classified whether the object phrase is a named entity — the step behind the object's NE type shown above.

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: Malkapur | Statement: [Buldhana district, hasCity, Malkapur]

Disambiguation candidates (2 decisions)

The exact options the model was shown at each disambiguation step, with the option it chose highlighted — the evidence behind this triple's disambiguated ids.

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Malkapur
Context triple: [Buldhana district, hasCity, Malkapur]
  • A. Parbhani
    Parbhani is a significant city in the Marathwada region of Maharashtra, India, known as an important commercial and educational center.
  • B. Dantapura
    Dantapura was an ancient city traditionally identified as the royal and administrative center of the Kalinga kingdom in eastern India.
  • C. Tuljapur
    Tuljapur is a town in Maharashtra, India, renowned as a major pilgrimage center for the goddess Bhavani.
  • D. Dhundhari
    Dhundhari is an Indo-Aryan language spoken primarily in and around Jaipur and adjoining regions of Rajasthan, India.
  • E. Yaganti
    Yaganti is a historic temple town in Andhra Pradesh, India, renowned for its ancient Sri Yagantiswamy (Shiva) temple and distinctive rock formations.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Malkapur
Target entity description: Malkapur is a town and municipal council in Maharashtra, India, known as a commercial and transport hub within Buldhana district.
  • A. Parbhani
    Parbhani is a significant city in the Marathwada region of Maharashtra, India, known as an important commercial and educational center.
  • B. Dantapura
    Dantapura was an ancient city traditionally identified as the royal and administrative center of the Kalinga kingdom in eastern India.
  • C. Tuljapur
    Tuljapur is a town in Maharashtra, India, renowned as a major pilgrimage center for the goddess Bhavani.
  • D. Dhundhari
    Dhundhari is an Indo-Aryan language spoken primarily in and around Jaipur and adjoining regions of Rajasthan, India.
  • E. Yaganti
    Yaganti is a historic temple town in Andhra Pradesh, India, renowned for its ancient Sri Yagantiswamy (Shiva) temple and distinctive rock formations.
  • F. None of above. chosen

How the object was described

The object's one-sentence description was generated by prompting gpt-5.1 with the object name and this triple as context.

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: Malkapur
Triple: [Buldhana district, hasCity, Malkapur]
Generated description
Malkapur is a town and municipal council in Maharashtra, India, known as a commercial and transport hub within Buldhana district.

Provenance (5 batches)

Stage Batch ID Job type Status
creating batch_69ca82869ee08190b8f9040dbc2c0467 elicitation completed
NER batch_69cb18ec48548190960bd564a60effa8 ner completed
NED1 batch_69cc639e0fd48190af995cb50f4555ff ned_source_triple completed
NED2 batch_69cc66b0e1548190840e4335ff2b130f ned_description completed
NEDg batch_69cc64bd6a088190b77e2709c76579e4 nedg completed
Created at: March 30, 2026, 4:51 p.m.