Triple

T5712122
Position Surface form Disambiguated ID Type / Status
Subject Wassily Leontief E125932 entity
Predicate notableWork P4 FINISHED
Object input–output analysis
Input–output analysis is an economic modeling framework that examines the interdependencies between different sectors of an economy by tracking how the output of one industry serves as the input of another.
E541647 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: input–output analysis | Statement: [Wassily Leontief, notableWork, input–output analysis]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: input–output analysis
Context triple: [Wassily Leontief, notableWork, input–output analysis]
  • A. Activity Analysis of Production and Allocation
    "Activity Analysis of Production and Allocation" is a foundational work in mathematical economics that develops linear programming and activity analysis methods to study production efficiency and resource allocation.
  • 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. United Nations System of National Accounts
    The United Nations System of National Accounts is an internationally agreed statistical framework that provides standardized concepts, definitions, classifications, and accounting rules for measuring a country’s economic activity and compiling national accounts such as GDP.
  • D. department of economic analysis
    The department of economic analysis is a specialized governmental unit responsible for researching, evaluating, and forecasting economic trends to inform policy decisions.
  • E. International Economic Accounts
    International Economic Accounts is a division of the U.S. Bureau of Economic Analysis that produces statistics on the nation’s trade, investment, and financial transactions with the rest of the world.
  • 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: input–output analysis
Triple: [Wassily Leontief, notableWork, input–output analysis]
Generated description
Input–output analysis is an economic modeling framework that examines the interdependencies between different sectors of an economy by tracking how the output of one industry serves as the input of another.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: input–output analysis
Target entity description: Input–output analysis is an economic modeling framework that examines the interdependencies between different sectors of an economy by tracking how the output of one industry serves as the input of another.
  • A. Activity Analysis of Production and Allocation
    "Activity Analysis of Production and Allocation" is a foundational work in mathematical economics that develops linear programming and activity analysis methods to study production efficiency and resource allocation.
  • 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. United Nations System of National Accounts
    The United Nations System of National Accounts is an internationally agreed statistical framework that provides standardized concepts, definitions, classifications, and accounting rules for measuring a country’s economic activity and compiling national accounts such as GDP.
  • D. department of economic analysis
    The department of economic analysis is a specialized governmental unit responsible for researching, evaluating, and forecasting economic trends to inform policy decisions.
  • E. International Economic Accounts
    International Economic Accounts is a division of the U.S. Bureau of Economic Analysis that produces statistics on the nation’s trade, investment, and financial transactions with the rest of the world.
  • 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_69c0082d6fe48190b777fb383769e5c8 completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c024b386a08190bd2738d93861edc2 completed March 22, 2026, 5:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69c05a72181081909209a38c3ff7460b completed March 22, 2026, 9:09 p.m.
NEDg Description generation batch_69c05cd2dea88190bc79ca0a7709e7ca completed March 22, 2026, 9:19 p.m.
NED2 Entity disambiguation (via description) batch_69c05d8c85f88190a1a962794eeecd8d completed March 22, 2026, 9:22 p.m.
Created at: March 22, 2026, 3:46 p.m.