Triple

T4958423
Position Surface form Disambiguated ID Type / Status
Subject Bhedabheda Vedanta E111343 entity
Predicate hasSubschool P14190 FINISHED
Object Yadava Prakasha’s Bhedabheda
Yadava Prakasha’s Bhedabheda is a medieval Vedantic subschool that teaches a nuanced doctrine of both difference and non-difference between the individual soul and ultimate reality, influencing later developments in Hindu philosophy.
E483111 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: Yadava Prakasha’s Bhedabheda | Statement: [Bhedabheda Vedanta, hasSubschool, Yadava Prakasha’s Bhedabheda]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Yadava Prakasha’s Bhedabheda
Context triple: [Bhedabheda Vedanta, hasSubschool, Yadava Prakasha’s Bhedabheda]
  • A. Tattva Prakasika
    Tattva Prakasika is a traditional philosophical commentary in the Dvaita Vedanta school that elaborates and clarifies key metaphysical doctrines.
  • B. Pancharatna Kritis
    Pancharatna Kritis are a celebrated set of five masterful Carnatic music compositions that exemplify the devotional and musical genius of the composer Tyagaraja.
  • C. Vedartha Sangraha
    Vedartha Sangraha is a foundational Vedantic treatise by the philosopher-theologian Ramanujacharya that systematically presents and defends the Vishishtadvaita (qualified non-dualism) interpretation of the Upanishads.
  • D. Spanda Karikas
    Spanda Karikas is a foundational Sanskrit philosophical text of Kashmiri Shaivism that expounds the doctrine of “spanda,” the subtle vibratory dynamism of consciousness underlying all reality.
  • E. Nitya Grantha
    Nitya Grantha is a foundational liturgical and devotional manual in the Sri Vaishnava tradition, attributed to the philosopher-saint Ramanujacharya.
  • 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: Yadava Prakasha’s Bhedabheda
Triple: [Bhedabheda Vedanta, hasSubschool, Yadava Prakasha’s Bhedabheda]
Generated description
Yadava Prakasha’s Bhedabheda is a medieval Vedantic subschool that teaches a nuanced doctrine of both difference and non-difference between the individual soul and ultimate reality, influencing later developments in Hindu philosophy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Yadava Prakasha’s Bhedabheda
Target entity description: Yadava Prakasha’s Bhedabheda is a medieval Vedantic subschool that teaches a nuanced doctrine of both difference and non-difference between the individual soul and ultimate reality, influencing later developments in Hindu philosophy.
  • A. Tattva Prakasika
    Tattva Prakasika is a traditional philosophical commentary in the Dvaita Vedanta school that elaborates and clarifies key metaphysical doctrines.
  • B. Pancharatna Kritis
    Pancharatna Kritis are a celebrated set of five masterful Carnatic music compositions that exemplify the devotional and musical genius of the composer Tyagaraja.
  • C. Vedartha Sangraha
    Vedartha Sangraha is a foundational Vedantic treatise by the philosopher-theologian Ramanujacharya that systematically presents and defends the Vishishtadvaita (qualified non-dualism) interpretation of the Upanishads.
  • D. Spanda Karikas
    Spanda Karikas is a foundational Sanskrit philosophical text of Kashmiri Shaivism that expounds the doctrine of “spanda,” the subtle vibratory dynamism of consciousness underlying all reality.
  • E. Nitya Grantha
    Nitya Grantha is a foundational liturgical and devotional manual in the Sri Vaishnava tradition, attributed to the philosopher-saint Ramanujacharya.
  • 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_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.
Created at: March 20, 2026, 1:32 p.m.