Triple

T15207840
Position Surface form Disambiguated ID Type / Status
Subject Bidhya Devi Bhandari E363435 entity
Predicate familyName P18 FINISHED
Object Bhandari
Bhandari is a common South Asian surname, particularly found in Nepal and India, associated with various communities and notable public figures.
 E1143109 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: Bhandari | Statement: [Bidhya Devi Bhandari, familyName, Bhandari]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bhandari
Context triple: [Bidhya Devi Bhandari, familyName, Bhandari]
  • A. Khandari
    Khandari is a locality in Agra, India, known for its educational institutions and proximity to the historic Sikandra area.
  • B. Behari
    Behari is a fictional character, likely from South Asian literature or drama, connected to the character Ashalata in a significant narrative relationship.
  • C. Ransingha
    Ransingha is a traditional curved brass or copper trumpet used in Himalayan folk music, especially in ceremonial and ritual contexts.
  • D. Kusumagraj
    Kusumagraj was the pen name of Vishnu Vaman Shirwadkar, a renowned Marathi poet, playwright, and writer celebrated for his contributions to modern Marathi literature and social activism.
  • E. Barani
    Barani is a surname most notably associated with Ziauddin Barani, a 14th-century Indian Muslim historian and political thinker of the Delhi Sultanate.
  • 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: Bhandari
Triple: [Bidhya Devi Bhandari, familyName, Bhandari]
Generated description
Bhandari is a common South Asian surname, particularly found in Nepal and India, associated with various communities and notable public figures.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bhandari
Target entity description: Bhandari is a common South Asian surname, particularly found in Nepal and India, associated with various communities and notable public figures.
  • A. Khandari
    Khandari is a locality in Agra, India, known for its educational institutions and proximity to the historic Sikandra area.
  • B. Behari
    Behari is a fictional character, likely from South Asian literature or drama, connected to the character Ashalata in a significant narrative relationship.
  • C. Ransingha
    Ransingha is a traditional curved brass or copper trumpet used in Himalayan folk music, especially in ceremonial and ritual contexts.
  • D. Kusumagraj
    Kusumagraj was the pen name of Vishnu Vaman Shirwadkar, a renowned Marathi poet, playwright, and writer celebrated for his contributions to modern Marathi literature and social activism.
  • E. Barani
    Barani is a surname most notably associated with Ziauddin Barani, a 14th-century Indian Muslim historian and political thinker of the Delhi Sultanate.
  • 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_69d85a0b78bc8190b6e5ad51a2c4cfc5 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e006b8e2788190bd1831762e4181ae completed April 15, 2026, 9:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69fed33dbda08190a10ba81082d0d183 completed May 9, 2026, 6:25 a.m.
NEDg Description generation batch_69fed47c88d08190a4396b955c9bb388 completed May 9, 2026, 6:30 a.m.
NED2 Entity disambiguation (via description) batch_69fed50956408190b1426d578803974e completed May 9, 2026, 6:32 a.m.
Created at: April 10, 2026, 3:11 a.m.