Triple

T15207856
Position Surface form Disambiguated ID Type / Status
Subject Bidhya Devi Bhandari E363435 entity
Predicate spouse P13 FINISHED
Object Madan Bhandari
Madan Bhandari was a prominent Nepali communist leader and influential political figure known for shaping Nepal’s leftist movement in the late 20th century.
E1145436 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: Madan Bhandari | Statement: [Bidhya Devi Bhandari, spouse, Madan Bhandari]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Madan Bhandari
Context triple: [Bidhya Devi Bhandari, spouse, Madan Bhandari]
  • A. Ram Bahadur Thapa (Badal)
    Ram Bahadur Thapa (Badal) is a prominent Nepali Maoist politician and former guerrilla commander who played a key leadership role during Nepal’s decade-long insurgency and later served as the country’s Home Minister.
  • B. Mahabir Bhati
    Mahabir Bhati is a character in the Indian web series "Highway," portrayed as a gritty, intense figure central to the show's crime and drama narrative.
  • C. Bishwonath Upadhyaya
    Bishwonath Upadhyaya is a prominent Nepali jurist who served as Chief Justice of the Supreme Court of Nepal.
  • D. Sam Bahadur
    Sam Bahadur is the popular nickname of Field Marshal Sam Manekshaw, the celebrated Indian Army chief who led India to victory in the 1971 Indo-Pakistani War.
  • E. Gyanendra Pandey
    Gyanendra Pandey is an Indian historian known for his influential work on nationalism, communalism, and marginalized groups, particularly through his contributions to the Subaltern Studies collective.
  • 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: Madan Bhandari
Triple: [Bidhya Devi Bhandari, spouse, Madan Bhandari]
Generated description
Madan Bhandari was a prominent Nepali communist leader and influential political figure known for shaping Nepal’s leftist movement in the late 20th century.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Madan Bhandari
Target entity description: Madan Bhandari was a prominent Nepali communist leader and influential political figure known for shaping Nepal’s leftist movement in the late 20th century.
  • A. Ram Bahadur Thapa (Badal)
    Ram Bahadur Thapa (Badal) is a prominent Nepali Maoist politician and former guerrilla commander who played a key leadership role during Nepal’s decade-long insurgency and later served as the country’s Home Minister.
  • B. Mahabir Bhati
    Mahabir Bhati is a character in the Indian web series "Highway," portrayed as a gritty, intense figure central to the show's crime and drama narrative.
  • C. Bishwonath Upadhyaya
    Bishwonath Upadhyaya is a prominent Nepali jurist who served as Chief Justice of the Supreme Court of Nepal.
  • D. Sam Bahadur
    Sam Bahadur is the popular nickname of Field Marshal Sam Manekshaw, the celebrated Indian Army chief who led India to victory in the 1971 Indo-Pakistani War.
  • E. Gyanendra Pandey
    Gyanendra Pandey is an Indian historian known for his influential work on nationalism, communalism, and marginalized groups, particularly through his contributions to the Subaltern Studies collective.
  • 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_69fedd2f86688190bafdfe72033eda90 completed May 9, 2026, 7:07 a.m.
NEDg Description generation batch_69fedfa13fc88190a01cf179bcf0aef4 completed May 9, 2026, 7:17 a.m.
NED2 Entity disambiguation (via description) batch_69fee0f3a71c81909ce3f62df78cc47f completed May 9, 2026, 7:23 a.m.
Created at: April 10, 2026, 3:11 a.m.