Triple
T11650356
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | American Economic Review: Insights |
E276884
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object |
American Economic Review: Macroeconomics
American Economic Review: Macroeconomics is a field journal of the American Economic Association that publishes leading research on macroeconomic theory, policy, and empirical analysis.
|
E938957
|
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: American Economic Review: Macroeconomics | Statement: [American Economic Review: Insights, relatedTo, American Economic Review: Macroeconomics]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: American Economic Review: Macroeconomics Context triple: [American Economic Review: Insights, relatedTo, American Economic Review: Macroeconomics]
-
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.
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.
-
C.
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.
-
D.
American Economic Review: Insights
American Economic Review: Insights is a companion journal to the American Economic Review that publishes shorter, high-impact papers across all fields of economics.
-
E.
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.
- 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: American Economic Review: Macroeconomics Triple: [American Economic Review: Insights, relatedTo, American Economic Review: Macroeconomics]
Generated description
American Economic Review: Macroeconomics is a field journal of the American Economic Association that publishes leading research on macroeconomic theory, policy, and empirical analysis.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: American Economic Review: Macroeconomics Target entity description: American Economic Review: Macroeconomics is a field journal of the American Economic Association that publishes leading research on macroeconomic theory, policy, and empirical analysis.
-
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.
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.
-
C.
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.
-
D.
American Economic Review: Insights
American Economic Review: Insights is a companion journal to the American Economic Review that publishes shorter, high-impact papers across all fields of economics.
-
E.
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.
- 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_69d6aafbb3c081908a9cdb4ecb8d981d |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d8a2cea9308190a13f7dd995ea07a4 |
completed | April 10, 2026, 7:12 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ee8805a91081909ff29b3357e351ee |
completed | April 26, 2026, 9:47 p.m. |
| NEDg | Description generation | batch_69eeb314eef0819091a949bbfc820ee9 |
completed | April 27, 2026, 12:51 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69eee9a79d348190bb3e15f0d37b9d57 |
completed | April 27, 2026, 4:44 a.m. |
Created at: April 8, 2026, 9:39 p.m.