Triple

T7279722
Position Surface form Disambiguated ID Type / Status
Subject Say's law E163115 entity
Predicate alsoKnownAs P39 FINISHED
Object law of markets
The law of markets is an economic principle, commonly associated with classical economist Jean-Baptiste Say, which posits that aggregate supply inherently creates an equivalent level of aggregate demand.
E654011 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: law of markets | Statement: [Say's law, alsoKnownAs, law of markets]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: law of markets
Context triple: [Say's law, alsoKnownAs, law of markets]
  • A. The Power of the Market
    "The Power of the Market" is a well-known chapter from Milton and Rose Friedman's book *Free to Choose* that explains how free-market mechanisms coordinate economic activity and promote individual freedom.
  • B. theory of supply and demand
    The theory of supply and demand is a fundamental economic model explaining how prices and quantities of goods and services are determined by the interaction between buyers’ willingness to pay and sellers’ willingness to produce.
  • C. Economics Rules
    "Economics Rules" is a book by economist Dani Rodrik that explains how economic models work, their strengths and limitations, and how they should be used to understand real-world problems.
  • D. efficient market hypothesis
    The efficient market hypothesis is a financial theory asserting that asset prices fully and immediately reflect all available information, making it impossible to consistently achieve returns above the market average through information-based trading.
  • E. La loi du marché
    La loi du marché is a French social drama film that follows an unemployed middle-aged man confronting moral dilemmas after taking a security job in a supermarket, highlighting the harsh realities of modern labor and economic precarity.
  • 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: law of markets
Triple: [Say's law, alsoKnownAs, law of markets]
Generated description
The law of markets is an economic principle, commonly associated with classical economist Jean-Baptiste Say, which posits that aggregate supply inherently creates an equivalent level of aggregate demand.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: law of markets
Target entity description: The law of markets is an economic principle, commonly associated with classical economist Jean-Baptiste Say, which posits that aggregate supply inherently creates an equivalent level of aggregate demand.
  • A. The Power of the Market
    "The Power of the Market" is a well-known chapter from Milton and Rose Friedman's book *Free to Choose* that explains how free-market mechanisms coordinate economic activity and promote individual freedom.
  • B. theory of supply and demand
    The theory of supply and demand is a fundamental economic model explaining how prices and quantities of goods and services are determined by the interaction between buyers’ willingness to pay and sellers’ willingness to produce.
  • C. Economics Rules
    "Economics Rules" is a book by economist Dani Rodrik that explains how economic models work, their strengths and limitations, and how they should be used to understand real-world problems.
  • D. efficient market hypothesis
    The efficient market hypothesis is a financial theory asserting that asset prices fully and immediately reflect all available information, making it impossible to consistently achieve returns above the market average through information-based trading.
  • E. La loi du marché
    La loi du marché is a French social drama film that follows an unemployed middle-aged man confronting moral dilemmas after taking a security job in a supermarket, highlighting the harsh realities of modern labor and economic precarity.
  • 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_69c6885c5964819085b209701769877f completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6eb339b1081909f648864e210f98e completed March 27, 2026, 8:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7db379e1c81908ebd4c44504ce5fb completed March 28, 2026, 1:44 p.m.
NEDg Description generation batch_69c7df4788e081908ccc162125c6550d completed March 28, 2026, 2:01 p.m.
NED2 Entity disambiguation (via description) batch_69c7dfa826d081909129df80cca13daa completed March 28, 2026, 2:03 p.m.
Created at: March 27, 2026, 2:59 p.m.