Triple

T6348375
Position Surface form Disambiguated ID Type / Status
Subject Suvarnagiri E142802 entity
Predicate linkedTo P37 FINISHED
Object Mauryan imperial economy
The Mauryan imperial economy was a highly centralized and bureaucratically managed system in ancient India, characterized by extensive state control over agriculture, mining, trade, and taxation across a vast subcontinental empire.
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: Mauryan imperial economy | Statement: [Suvarnagiri, linkedTo, Mauryan imperial economy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mauryan imperial economy
Context triple: [Suvarnagiri, linkedTo, Mauryan imperial economy]
  • A. Trade and Market in the Early Empires
    Trade and Market in the Early Empires is a seminal work of economic anthropology that examines how trade and market systems functioned within ancient civilizations and challenges modern assumptions about the universality of market economies.
  • B. 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.
  • C. The Roman Empire: Economy, Society and Culture
    The Roman Empire: Economy, Society and Culture is a scholarly work that analyzes the economic structures, social hierarchies, and cultural dynamics of the Roman Empire.
  • D. Anglo-Saxon economic model
    The Anglo-Saxon economic model is a liberal, market-oriented system characterized by relatively low regulation, flexible labor markets, and a limited welfare state compared to more social-democratic models.
  • E. Poverty, Agrarian Structure and Political Economy in India
    Poverty, Agrarian Structure and Political Economy in India is a seminal scholarly work that analyzes how land relations, rural class structures, and state policies shape poverty and development outcomes in India.
  • 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: Mauryan imperial economy
Triple: [Suvarnagiri, linkedTo, Mauryan imperial economy]
Generated description
The Mauryan imperial economy was a highly centralized and bureaucratically managed system in ancient India, characterized by extensive state control over agriculture, mining, trade, and taxation across a vast subcontinental empire.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mauryan imperial economy
Target entity description: The Mauryan imperial economy was a highly centralized and bureaucratically managed system in ancient India, characterized by extensive state control over agriculture, mining, trade, and taxation across a vast subcontinental empire.
  • A. Trade and Market in the Early Empires
    Trade and Market in the Early Empires is a seminal work of economic anthropology that examines how trade and market systems functioned within ancient civilizations and challenges modern assumptions about the universality of market economies.
  • B. Arthashastra chosen
    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.
  • C. The Roman Empire: Economy, Society and Culture
    The Roman Empire: Economy, Society and Culture is a scholarly work that analyzes the economic structures, social hierarchies, and cultural dynamics of the Roman Empire.
  • D. Anglo-Saxon economic model
    The Anglo-Saxon economic model is a liberal, market-oriented system characterized by relatively low regulation, flexible labor markets, and a limited welfare state compared to more social-democratic models.
  • E. Poverty, Agrarian Structure and Political Economy in India
    Poverty, Agrarian Structure and Political Economy in India is a seminal scholarly work that analyzes how land relations, rural class structures, and state policies shape poverty and development outcomes in India.
  • F. None of above.

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_69c008d6dcbc8190aa1c2f1fd8916b42 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c067bba1988190b51f0a22e4279e1b completed March 22, 2026, 10:05 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6044b33fc8190a214c6615d072715 completed March 27, 2026, 4:15 a.m.
NEDg Description generation batch_69c6057466ec8190afe96107862bb40a completed March 27, 2026, 4:20 a.m.
NED2 Entity disambiguation (via description) batch_69c6060a113881909b424d0c47c2107e completed March 27, 2026, 4:22 a.m.
Created at: March 22, 2026, 4:31 p.m.