Triple

T4512386
Position Surface form Disambiguated ID Type / Status
Subject Arthashastra E102080 entity
Predicate titleInSanskrit P21581 FINISHED
Object अर्थशास्त्र E42233 NE FINISHED

How this triple was built (3 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: अर्थशास्त्र | Statement: [Arthashastra, titleInSanskrit, अर्थशास्त्र]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: अर्थशास्त्र
Context triple: [Arthashastra, titleInSanskrit, अर्थशास्त्र]
  • A. Economic Sciences chosen
    Economic Sciences is the academic discipline that studies how individuals, businesses, governments, and societies allocate scarce resources and make decisions about production, distribution, and consumption.
  • B. ECN
    ECN is an electronic communication network used in financial markets to match buy and sell orders directly between participants, often outside traditional stock exchanges.
  • C. faculty of economics
    A faculty of economics is an academic division within a university dedicated to teaching and researching economics and related disciplines such as finance, management, and public policy.
  • D. Grundsätze der Volkswirtschaftslehre
    Grundsätze der Volkswirtschaftslehre is Carl Menger’s foundational 1871 treatise that launched the Austrian School of economics and introduced the theory of marginal utility.
  • E. Economica
    Economica is a long-running, peer-reviewed academic journal in economics known for publishing influential theoretical and empirical research.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: titleInSanskrit
Context triple: [Arthashastra, titleInSanskrit, अर्थशास्त्र]
  • A. titles
    Indicates that one entity holds a formal title, designation, or name associated with another entity.
  • B. titleInLatinScript
    Indicates that the title of an entity is written or represented using a Latin-based writing system.
  • C. titleInEnglish
    Indicates that an entity’s title or name is given in the English language.
  • D. titleInJapanese
    Indicates that one entity is the title of another entity expressed specifically in the Japanese language.
  • E. nameInSanskrit chosen
    Indicates that one entity is the name or designation of another entity when expressed in the Sanskrit language.
  • F. None of above.

Provenance (4 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_69bd43d6251c81909deecce3e6e9d69c completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd5722d8fc81909c5f2d9a38d17a6b completed March 20, 2026, 2:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69bd7f8b19ac819099e9249d31660f52 completed March 20, 2026, 5:10 p.m.
PD Predicate disambiguation batch_69bd5218afb4819087c99e0a1f22e137 completed March 20, 2026, 1:56 p.m.
Created at: March 20, 2026, 1:01 p.m.