Triple
T3504924
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | National Bureau of Economic Research |
E74052
|
entity |
| Predicate | hasPublication |
P80
|
FINISHED |
| Object |
NBER Macroeconomics Annual
NBER Macroeconomics Annual is a scholarly journal that publishes cutting-edge research and analysis on macroeconomic theory, policy, and empirical work, produced under the auspices of the National Bureau of Economic Research.
|
E363976
|
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: NBER Macroeconomics Annual | Statement: [National Bureau of Economic Research, hasPublication, NBER Macroeconomics Annual]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: NBER Macroeconomics Annual Context triple: [National Bureau of Economic Research, hasPublication, NBER Macroeconomics Annual]
-
A.
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.
-
B.
American Economic Journal: Economic Policy
American Economic Journal: Economic Policy is a peer-reviewed academic journal focusing on empirical and theoretical research in economic policy issues.
-
C.
Journal of Economic Perspectives
The Journal of Economic Perspectives is a leading peer-reviewed economics journal that provides accessible overviews, syntheses, and critical analyses of current research and policy issues in the field.
-
D.
American Economic Journal: Applied Economics
American Economic Journal: Applied Economics is a peer-reviewed academic journal focusing on empirical microeconomic research and real-world policy applications.
-
E.
American Economic Review
American Economic Review is a leading peer-reviewed academic journal in economics known for publishing influential research across all major fields of the discipline.
- 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: NBER Macroeconomics Annual Triple: [National Bureau of Economic Research, hasPublication, NBER Macroeconomics Annual]
Generated description
NBER Macroeconomics Annual is a scholarly journal that publishes cutting-edge research and analysis on macroeconomic theory, policy, and empirical work, produced under the auspices of the National Bureau of Economic Research.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: NBER Macroeconomics Annual Target entity description: NBER Macroeconomics Annual is a scholarly journal that publishes cutting-edge research and analysis on macroeconomic theory, policy, and empirical work, produced under the auspices of the National Bureau of Economic Research.
-
A.
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.
-
B.
American Economic Journal: Economic Policy
American Economic Journal: Economic Policy is a peer-reviewed academic journal focusing on empirical and theoretical research in economic policy issues.
-
C.
Journal of Economic Perspectives
The Journal of Economic Perspectives is a leading peer-reviewed economics journal that provides accessible overviews, syntheses, and critical analyses of current research and policy issues in the field.
-
D.
American Economic Journal: Applied Economics
American Economic Journal: Applied Economics is a peer-reviewed academic journal focusing on empirical microeconomic research and real-world policy applications.
-
E.
American Economic Review
American Economic Review is a leading peer-reviewed academic journal in economics known for publishing influential research across all major fields of the discipline.
- 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_69ad85ce7a9c81909ddc5cf0cb67a6e3 |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adbbf22b1c8190956141d8fb924210 |
completed | March 8, 2026, 6:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b373de0a34819096701e24409a08bb |
completed | March 13, 2026, 2:18 a.m. |
| NEDg | Description generation | batch_69b377dfd2308190b2762715fa098260 |
completed | March 13, 2026, 2:35 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b37850f18081908ee893dd4cedc183 |
completed | March 13, 2026, 2:37 a.m. |
Created at: March 8, 2026, 3:18 p.m.