Triple

T18207371
Position Surface form Disambiguated ID Type / Status
Subject Shankara E435940 entity
Predicate wrote P2831 FINISHED
Object Aparokshanubhuti (attributed)
Aparokshanubhuti (attributed) is a concise Advaita Vedanta treatise traditionally ascribed to Adi Shankara that systematically outlines the path to direct self-realization through non-dual knowledge.
 E1312002 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: Aparokshanubhuti (attributed) | Statement: [Shankara, wrote, Aparokshanubhuti (attributed)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Aparokshanubhuti (attributed)
Context triple: [Shankara, wrote, Aparokshanubhuti (attributed)]
  • A. Tattvacintāmaṇi
    Tattvacintāmaṇi is a foundational work of Indian logic and epistemology that systematizes the Navya-Nyāya school’s analysis of knowledge and inference.
  • B. Prakasatman
    Prakasatman was a later Advaita Vedanta philosopher known for systematizing and elaborating the non-dualistic teachings of earlier thinkers like Padmapada.
  • C. Pratyabhijnahridayam
    Pratyabhijnahridayam is a foundational philosophical text of Kashmir Shaivism that succinctly presents the non-dual recognition doctrine of this tradition.
  • D. Pramanaviniscaya
    Pramanaviniscaya is a foundational Buddhist philosophical treatise by Dharmakirti that systematically analyzes valid cognition and epistemology.
  • E. Śivadṛṣṭi
    Śivadṛṣṭi is a foundational philosophical treatise of non-dual Shaiva (Kashmir Shaivism) thought, in which Somānanda systematically expounds a monistic theology centered on Śiva as ultimate reality.
  • 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: Aparokshanubhuti (attributed)
Triple: [Shankara, wrote, Aparokshanubhuti (attributed)]
Generated description
Aparokshanubhuti (attributed) is a concise Advaita Vedanta treatise traditionally ascribed to Adi Shankara that systematically outlines the path to direct self-realization through non-dual knowledge.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Aparokshanubhuti (attributed)
Target entity description: Aparokshanubhuti (attributed) is a concise Advaita Vedanta treatise traditionally ascribed to Adi Shankara that systematically outlines the path to direct self-realization through non-dual knowledge.
  • A. Tattvacintāmaṇi
    Tattvacintāmaṇi is a foundational work of Indian logic and epistemology that systematizes the Navya-Nyāya school’s analysis of knowledge and inference.
  • B. Prakasatman
    Prakasatman was a later Advaita Vedanta philosopher known for systematizing and elaborating the non-dualistic teachings of earlier thinkers like Padmapada.
  • C. Pratyabhijnahridayam
    Pratyabhijnahridayam is a foundational philosophical text of Kashmir Shaivism that succinctly presents the non-dual recognition doctrine of this tradition.
  • D. Pramanaviniscaya
    Pramanaviniscaya is a foundational Buddhist philosophical treatise by Dharmakirti that systematically analyzes valid cognition and epistemology.
  • E. Śivadṛṣṭi
    Śivadṛṣṭi is a foundational philosophical treatise of non-dual Shaiva (Kashmir Shaivism) thought, in which Somānanda systematically expounds a monistic theology centered on Śiva as ultimate reality.
  • 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_69d8b90dba6481908e119eb9aa4ca0cb completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4e2243de081908a5bcc7e2072eae7 completed April 19, 2026, 2:09 p.m.
NED1 Entity disambiguation (via context triple) batch_6a039f10036c8190a1537632a19f0e23 completed May 12, 2026, 9:43 p.m.
NEDg Description generation batch_6a039febd13881908423ee008d3ba1c3 completed May 12, 2026, 9:47 p.m.
NED2 Entity disambiguation (via description) batch_6a03a088b4a0819093720af0308060ee completed May 12, 2026, 9:50 p.m.
Created at: April 10, 2026, 10:32 a.m.