Triple

T176529
Position Surface form Disambiguated ID Type / Status
Subject Marathi language E3586 entity
Predicate hasNotableAuthor P4244 FINISHED
Object P. L. Deshpande
P. L. Deshpande was a celebrated Marathi writer, humorist, actor, and music composer, renowned for his witty literature and contributions to Marathi theatre and cinema.
E24697 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: P. L. Deshpande | Statement: [Marathi language, hasNotableAuthor, P. L. Deshpande]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: P. L. Deshpande
Context triple: [Marathi language, hasNotableAuthor, P. L. Deshpande]
  • A. Mahadev Desai
    Mahadev Desai was an Indian independence activist, writer, and close associate and secretary of Mahatma Gandhi, known for translating Gandhi’s autobiography into English and documenting the freedom struggle.
  • B. Vishnu Vaman Shirwadkar (Kusumagraj)
    Vishnu Vaman Shirwadkar, popularly known by his pen name Kusumagraj, was a renowned Marathi poet, playwright, and novelist whose works significantly shaped modern Marathi literature and social thought.
  • C. Dinshaw Edulji Wacha
    Dinshaw Edulji Wacha was an Indian Parsi political leader and early nationalist who played a key role in the formative years of the Indian independence movement.
  • D. Lalitha Chandrasekhar
    Lalitha Chandrasekhar was an Indian physicist and mathematician who collaborated closely with her husband, Nobel laureate Subrahmanyan Chandrasekhar, and contributed to research and education in astrophysics.
  • E. M. S. Swaminathan
    M. S. Swaminathan was an Indian geneticist and agricultural scientist widely regarded as the chief architect of India’s Green Revolution, which transformed the country from food scarcity to self-sufficiency.
  • 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: P. L. Deshpande
Triple: [Marathi language, hasNotableAuthor, P. L. Deshpande]
Generated description
P. L. Deshpande was a celebrated Marathi writer, humorist, actor, and music composer, renowned for his witty literature and contributions to Marathi theatre and cinema.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: P. L. Deshpande
Target entity description: P. L. Deshpande was a celebrated Marathi writer, humorist, actor, and music composer, renowned for his witty literature and contributions to Marathi theatre and cinema.
  • A. Mahadev Desai
    Mahadev Desai was an Indian independence activist, writer, and close associate and secretary of Mahatma Gandhi, known for translating Gandhi’s autobiography into English and documenting the freedom struggle.
  • B. Vishnu Vaman Shirwadkar (Kusumagraj)
    Vishnu Vaman Shirwadkar, popularly known by his pen name Kusumagraj, was a renowned Marathi poet, playwright, and novelist whose works significantly shaped modern Marathi literature and social thought.
  • C. Dinshaw Edulji Wacha
    Dinshaw Edulji Wacha was an Indian Parsi political leader and early nationalist who played a key role in the formative years of the Indian independence movement.
  • D. Lalitha Chandrasekhar
    Lalitha Chandrasekhar was an Indian physicist and mathematician who collaborated closely with her husband, Nobel laureate Subrahmanyan Chandrasekhar, and contributed to research and education in astrophysics.
  • E. M. S. Swaminathan
    M. S. Swaminathan was an Indian geneticist and agricultural scientist widely regarded as the chief architect of India’s Green Revolution, which transformed the country from food scarcity to self-sufficiency.
  • 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_69a25374990081909766d30c79a18e0e completed Feb. 28, 2026, 2:31 a.m.
NER Named-entity recognition batch_69a25bafd5808190a0a0cb2b21ce007f completed Feb. 28, 2026, 3:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69a31159301481909a3521339d2338fa completed Feb. 28, 2026, 4:01 p.m.
NEDg Description generation batch_69a3138da9888190848b490ccb5ddf15 completed Feb. 28, 2026, 4:10 p.m.
NED2 Entity disambiguation (via description) batch_69a313f9e0f881909e2b03bcd5f19876 completed Feb. 28, 2026, 4:12 p.m.
Created at: Feb. 28, 2026, 2:39 a.m.