Triple

T859353
Position Surface form Disambiguated ID Type / Status
Subject Dharmashastras E18564 entity
Predicate relatedTo P37 FINISHED
Object Arthashastra
Arthashastra is an ancient Indian treatise on statecraft, economics, and military strategy, traditionally attributed to Kautilya (Chanakya), that outlines detailed principles of governance and political power.
E102080 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: Arthashastra | Statement: [Dharmashastras, relatedTo, Arthashastra]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Arthashastra
Context triple: [Dharmashastras, relatedTo, Arthashastra]
  • A. Pacificatione Gandavensi
    Pacificatione Gandavensi is the Latin name for the 1576 Pacification of Ghent, an agreement uniting the provinces of the Habsburg Netherlands in opposition to Spanish rule during the Eighty Years' War.
  • B. Mimamsa
    Mimamsa is an orthodox Hindu philosophical school that emphasizes the ritualistic interpretation of the Vedas and the primacy of dharma as revealed through sacred scripture.
  • C. Mahabharata
    The Mahabharata is an ancient Indian epic poem that narrates the dynastic struggle between the Pandavas and Kauravas and serves as a foundational text of Hindu philosophy, ethics, and mythology.
  • D. Polybius’ Histories
    Polybius’ *Histories* is a multi-volume work of ancient Greek historiography that analyzes how Rome rose to Mediterranean dominance in the Hellenistic period through a critical, eyewitness-based narrative.
  • E. Tirukkural
    Tirukkural is a classic Tamil text of moral and philosophical couplets that offers concise guidance on ethics, governance, and love.
  • 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: Arthashastra
Triple: [Dharmashastras, relatedTo, Arthashastra]
Generated description
Arthashastra is an ancient Indian treatise on statecraft, economics, and military strategy, traditionally attributed to Kautilya (Chanakya), that outlines detailed principles of governance and political power.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Arthashastra
Target entity description: Arthashastra is an ancient Indian treatise on statecraft, economics, and military strategy, traditionally attributed to Kautilya (Chanakya), that outlines detailed principles of governance and political power.
  • A. Pacificatione Gandavensi
    Pacificatione Gandavensi is the Latin name for the 1576 Pacification of Ghent, an agreement uniting the provinces of the Habsburg Netherlands in opposition to Spanish rule during the Eighty Years' War.
  • B. Mimamsa
    Mimamsa is an orthodox Hindu philosophical school that emphasizes the ritualistic interpretation of the Vedas and the primacy of dharma as revealed through sacred scripture.
  • C. Mahabharata
    The Mahabharata is an ancient Indian epic poem that narrates the dynastic struggle between the Pandavas and Kauravas and serves as a foundational text of Hindu philosophy, ethics, and mythology.
  • D. Polybius’ Histories
    Polybius’ *Histories* is a multi-volume work of ancient Greek historiography that analyzes how Rome rose to Mediterranean dominance in the Hellenistic period through a critical, eyewitness-based narrative.
  • E. Tirukkural
    Tirukkural is a classic Tamil text of moral and philosophical couplets that offers concise guidance on ethics, governance, and love.
  • 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_69a4938bdd3c8190a954a3c11844d9cf completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4ac50e5ec81908ac0c4b7123b4ebb completed March 1, 2026, 9:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69a7a3c3d2fc8190b9f76d31528feeb6 completed March 4, 2026, 3:15 a.m.
NEDg Description generation batch_69a7a558c1308190810a139ad24dfc9d completed March 4, 2026, 3:22 a.m.
NED2 Entity disambiguation (via description) batch_69a7a5e744188190ae30544753fb9399 completed March 4, 2026, 3:24 a.m.
Created at: March 1, 2026, 7:39 p.m.