Triple
T2504661
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gregory Mankiw |
E52549
|
entity |
| Predicate | knownFor |
P22
|
FINISHED |
| Object | "Macroeconomics" textbook |
E265705
|
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" textbook | Statement: [Gregory Mankiw, knownFor, "Macroeconomics" textbook]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: "Macroeconomics" textbook Context triple: [Gregory Mankiw, knownFor, "Macroeconomics" textbook]
-
A.
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.
-
B.
Macroeconomics (with Rudiger Dornbusch and Richard Startz)
chosen
"Macroeconomics (with Rudiger Dornbusch and Richard Startz)" is a widely used intermediate-level macroeconomics textbook that presents modern macroeconomic theory and policy analysis in a clear, rigorous, and empirically grounded way.
-
C.
American Economic Journal: Macroeconomics
American Economic Journal: Macroeconomics is a peer-reviewed academic journal focusing on research in macroeconomics, including topics such as economic growth, business cycles, monetary and fiscal policy, and international macroeconomics.
-
D.
The General Theory of Employment, Interest and Money
The General Theory of Employment, Interest and Money is John Maynard Keynes’s landmark 1936 book that founded modern macroeconomics by challenging classical views and explaining the causes of prolonged unemployment and economic downturns.
-
E.
On the Theory of Economic Policy
On the Theory of Economic Policy is a foundational work in economics by Jan Tinbergen that systematically analyzes how governments can design and coordinate economic policies using formal models and quantitative methods.
- 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_69ab4957b3a88190adf968ae0c1b931c |
completed | March 6, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69abd1cd2db0819087d21ec49ffd9585 |
completed | March 7, 2026, 7:20 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af1fa57aa4819096578a5538973ec4 |
completed | March 9, 2026, 7:29 p.m. |
Created at: March 6, 2026, 9:46 p.m.