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.