Triple

T4958422
Position Surface form Disambiguated ID Type / Status
Subject Bhedabheda Vedanta E111343 entity
Predicate hasSubschool P14190 FINISHED
Object Bhaskara’s Bhedabheda
Bhaskara’s Bhedabheda is a sub-school of Vedanta that teaches the soul’s simultaneous difference and non-difference from Brahman, emphasizing both their unity and real distinction.
E483110 NE FINISHED

How this triple was built (5 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: Bhaskara’s Bhedabheda | Statement: [Bhedabheda Vedanta, hasSubschool, Bhaskara’s Bhedabheda]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bhaskara’s Bhedabheda
Context triple: [Bhedabheda Vedanta, hasSubschool, Bhaskara’s Bhedabheda]
  • A. Samkhyakarika
    Samkhyakarika is an early foundational text of the Samkhya school of Indian philosophy, presenting its dualistic metaphysics and theory of liberation in concise verse form.
  • B. Yuktidīpikā
    Yuktidīpikā is an important early commentary on the Sāṃkhya Kārikā that offers detailed philosophical analysis and defense of classical Sāṃkhya thought.
  • C. Zīj al-Sindhind
    Zīj al-Sindhind is an influential early 9th-century astronomical handbook and set of tables by Al-Khwarizmi that helped introduce and adapt Indian and Persian astronomical methods to the Islamic world.
  • D. Bhaskararaya
    Bhaskararaya was an 18th-century Hindu scholar and authority on Shakta Tantra, renowned for his influential and detailed commentaries on key devotional and philosophical texts.
  • E. Siddhanta Shiromani
    Siddhanta Shiromani is a 12th-century Sanskrit treatise on Indian astronomy and mathematics by Bhaskara II, renowned for its advanced treatment of planetary motions, eclipses, and mathematical techniques.
  • 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: Bhaskara’s Bhedabheda
Triple: [Bhedabheda Vedanta, hasSubschool, Bhaskara’s Bhedabheda]
Generated description
Bhaskara’s Bhedabheda is a sub-school of Vedanta that teaches the soul’s simultaneous difference and non-difference from Brahman, emphasizing both their unity and real distinction.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bhaskara’s Bhedabheda
Target entity description: Bhaskara’s Bhedabheda is a sub-school of Vedanta that teaches the soul’s simultaneous difference and non-difference from Brahman, emphasizing both their unity and real distinction.
  • A. Samkhyakarika
    Samkhyakarika is an early foundational text of the Samkhya school of Indian philosophy, presenting its dualistic metaphysics and theory of liberation in concise verse form.
  • B. Yuktidīpikā
    Yuktidīpikā is an important early commentary on the Sāṃkhya Kārikā that offers detailed philosophical analysis and defense of classical Sāṃkhya thought.
  • C. Zīj al-Sindhind
    Zīj al-Sindhind is an influential early 9th-century astronomical handbook and set of tables by Al-Khwarizmi that helped introduce and adapt Indian and Persian astronomical methods to the Islamic world.
  • D. Bhaskararaya
    Bhaskararaya was an 18th-century Hindu scholar and authority on Shakta Tantra, renowned for his influential and detailed commentaries on key devotional and philosophical texts.
  • E. Siddhanta Shiromani
    Siddhanta Shiromani is a 12th-century Sanskrit treatise on Indian astronomy and mathematics by Bhaskara II, renowned for its advanced treatment of planetary motions, eclipses, and mathematical techniques.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasSubschool
Context triple: [Bhedabheda Vedanta, hasSubschool, Bhaskara’s Bhedabheda]
  • A. subschool chosen
    Indicates a hierarchical academic relationship where one school or program is organizationally contained within and subordinate to a larger parent school or institution.
  • B. hasSchoolCategory
    Indicates that an entity (such as a school or educational institution) is associated with a particular category or type of school.
  • C. hasSchoolsAccess
    Indicates that one entity has permission or the ability to access schools or school-related resources associated with another entity.
  • D. hasSchool
    Indicates that an entity possesses, is associated with, or is served by a particular school.
  • E. containsEducationalInstitution
    Indicates that one entity geographically or administratively includes or encompasses an educational institution within its boundaries or structure.
  • F. None of above.

Provenance (6 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_69bd4418390c8190b7e9766a2512ce55 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd71d834c0819087f3faafdc9b4228 completed March 20, 2026, 4:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69be81e144a08190b66bf07e09b6ff55 completed March 21, 2026, 11:32 a.m.
NEDg Description generation batch_69be83b10e048190889289ac2ca9f07f completed March 21, 2026, 11:40 a.m.
NED2 Entity disambiguation (via description) batch_69be843e2e50819099b2b73498c7c16e completed March 21, 2026, 11:42 a.m.
PD Predicate disambiguation batch_69bd6c3beb008190852fd6150813b252 completed March 20, 2026, 3:48 p.m.
Created at: March 20, 2026, 1:32 p.m.