Triple
T15230089
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | NBER Macroeconomics Annual |
E363976
|
entity |
| Predicate | associatedWith |
P37
|
FINISHED |
| Object |
NBER Program on Economic Fluctuations and Growth
The NBER Program on Economic Fluctuations and Growth is a research initiative of the National Bureau of Economic Research that brings together economists to study business cycles, macroeconomic dynamics, and long-run economic growth.
|
E1144878
|
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 Program on Economic Fluctuations and Growth | Statement: [NBER Macroeconomics Annual, associatedWith, NBER Program on Economic Fluctuations and Growth]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: NBER Program on Economic Fluctuations and Growth Context triple: [NBER Macroeconomics Annual, associatedWith, NBER Program on Economic Fluctuations and Growth]
-
A.
National Bureau of Economic Research studies in business cycles
National Bureau of Economic Research studies in business cycles is a scholarly series of empirical and historical research volumes analyzing fluctuations and long-term patterns in the U.S. and global economies.
-
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.
National Bureau of Economic Research
The National Bureau of Economic Research is a leading American nonprofit research organization best known for its influential economic studies and for officially determining U.S. business cycle dates.
-
D.
NBER Digest
NBER Digest is a short, accessible publication that summarizes recent economic research findings produced by scholars affiliated with the National Bureau of Economic Research.
-
E.
Office of Economic Research
The Office of Economic Research is a unit that conducts economic analysis and research to support the regulatory and policy work of the U.S. Securities and Exchange Commission.
- 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 Program on Economic Fluctuations and Growth Triple: [NBER Macroeconomics Annual, associatedWith, NBER Program on Economic Fluctuations and Growth]
Generated description
The NBER Program on Economic Fluctuations and Growth is a research initiative of the National Bureau of Economic Research that brings together economists to study business cycles, macroeconomic dynamics, and long-run economic growth.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: NBER Program on Economic Fluctuations and Growth Target entity description: The NBER Program on Economic Fluctuations and Growth is a research initiative of the National Bureau of Economic Research that brings together economists to study business cycles, macroeconomic dynamics, and long-run economic growth.
-
A.
National Bureau of Economic Research studies in business cycles
National Bureau of Economic Research studies in business cycles is a scholarly series of empirical and historical research volumes analyzing fluctuations and long-term patterns in the U.S. and global economies.
-
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.
National Bureau of Economic Research
The National Bureau of Economic Research is a leading American nonprofit research organization best known for its influential economic studies and for officially determining U.S. business cycle dates.
-
D.
NBER Digest
NBER Digest is a short, accessible publication that summarizes recent economic research findings produced by scholars affiliated with the National Bureau of Economic Research.
-
E.
Office of Economic Research
The Office of Economic Research is a unit that conducts economic analysis and research to support the regulatory and policy work of the U.S. Securities and Exchange Commission.
- 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_69d85a0ce24c81909c4d3b6475548c95 |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e0078e27408190bc13c0ca441f5594 |
completed | April 15, 2026, 9:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fedd39d42881908f2ad47613e23bfa |
completed | May 9, 2026, 7:07 a.m. |
| NEDg | Description generation | batch_69fedf277f888190a7e218131740660d |
completed | May 9, 2026, 7:15 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fedfa514808190b4a50e87833c5f69 |
completed | May 9, 2026, 7:17 a.m. |
Created at: April 10, 2026, 3:12 a.m.