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.