Triple
T11515716
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Advanced Macroeconomics |
E273024
|
entity |
| Predicate | relatedWork |
P37
|
FINISHED |
| Object | Macroeconomics by Olivier Blanchard |
E280233
|
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: Macroeconomics by Olivier Blanchard | Statement: [Advanced Macroeconomics, relatedWork, Macroeconomics by Olivier Blanchard]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Macroeconomics by Olivier Blanchard Context triple: [Advanced Macroeconomics, relatedWork, Macroeconomics by Olivier Blanchard]
-
A.
"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.
-
B.
Lectures on Macroeconomics (with Olivier Blanchard)
"Lectures on Macroeconomics" is an influential graduate-level textbook co-authored by Stanley Fischer and Olivier Blanchard that systematically develops modern macroeconomic theory and its applications.
-
C.
“Macroeconomics”
chosen
“Macroeconomics” is a widely used economics textbook that provides a comprehensive introduction to the behavior and performance of an economy as a whole, including topics like inflation, unemployment, and economic growth.
-
D.
Economics: The User’s Guide
Economics: The User’s Guide is an accessible introductory book by economist Ha-Joon Chang that explains key economic ideas, debates, and real-world applications for general readers.
-
E.
Essentials of Economic Theory
Essentials of Economic Theory is a foundational economics text by John Bates Clark that systematically presents his marginal productivity theory of distribution and other core principles of neoclassical economics.
- 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_69d6aae2c3748190bed2ea50dfb160dc |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d87fcc72a48190b81acedfcc8685d3 |
completed | April 10, 2026, 4:42 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e625143a608190a1119b30c08df0fd |
completed | April 20, 2026, 1:07 p.m. |
Created at: April 8, 2026, 9:36 p.m.