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.