Triple
T6363688
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Industry and Trade |
E143172
|
entity |
| Predicate | relatedWork |
P37
|
FINISHED |
| Object | Principles of Economics |
E394984
|
NE FINISHED |
How this triple was built (2 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: Principles of Economics | Statement: [Industry and Trade, relatedWork, Principles of Economics]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Principles of Economics Context triple: [Industry and Trade, relatedWork, Principles of Economics]
-
A.
Principles of Economics
chosen
Principles of Economics is Carl Menger’s foundational 1871 treatise that established the Austrian School of economics and introduced the theory of marginal utility.
-
B.
"Principles of Macroeconomics"
"Principles of Macroeconomics" is a widely used introductory economics textbook that presents core macroeconomic concepts such as GDP, inflation, unemployment, and monetary and fiscal policy in a clear, accessible manner.
-
C.
"Principles of Microeconomics"
"Principles of Microeconomics" is a widely used introductory economics textbook that explains the fundamental concepts and tools of microeconomic analysis for undergraduate students.
-
D.
"Principles of Economics"
"Principles of Economics" is a widely used introductory economics textbook by Gregory Mankiw that presents core microeconomic and macroeconomic concepts in an accessible, principles-based framework.
-
E.
Outlines of Economics
Outlines of Economics is a foundational economics textbook by American economist Richard T. Ely that systematically presents the principles and structure of economic theory.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69c008d7a9c4819098d647ec47776917 |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c0680d51a4819098a6bcd3dfd73be4 |
completed | March 22, 2026, 10:07 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c6386c7f68819094595d5339deae2a |
completed | March 27, 2026, 7:57 a.m. |
Created at: March 22, 2026, 4:32 p.m.