Triple

T7605138
Position Surface form Disambiguated ID Type / Status
Subject Brookings Institution E180082 entity
Predicate publishes P80 FINISHED
Object Brookings Papers on Economic Activity
Brookings Papers on Economic Activity is a leading academic journal that publishes in-depth, policy-relevant research and analysis on macroeconomic issues and economic performance.
 E676321 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: Brookings Papers on Economic Activity | Statement: [Brookings Institution, publishes, Brookings Papers on Economic Activity]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Brookings Papers on Economic Activity
Context triple: [Brookings Institution, publishes, Brookings Papers on Economic Activity]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Carnegie-Rochester Conference Series on Public Policy
    The Carnegie-Rochester Conference Series on Public Policy is an influential economics journal and conference series known for publishing foundational research in macroeconomics and public policy.
  • 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: Brookings Papers on Economic Activity
Triple: [Brookings Institution, publishes, Brookings Papers on Economic Activity]
Generated description
Brookings Papers on Economic Activity is a leading academic journal that publishes in-depth, policy-relevant research and analysis on macroeconomic issues and economic performance.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Brookings Papers on Economic Activity
Target entity description: Brookings Papers on Economic Activity is a leading academic journal that publishes in-depth, policy-relevant research and analysis on macroeconomic issues and economic performance.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Carnegie-Rochester Conference Series on Public Policy
    The Carnegie-Rochester Conference Series on Public Policy is an influential economics journal and conference series known for publishing foundational research in macroeconomics and public policy.
  • 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_69c69f3567008190ab01d2ca7b53584a completed March 27, 2026, 3:16 p.m.
NER Named-entity recognition batch_69c6f9fcfcfc8190a29a0b5cd3e8927a completed March 27, 2026, 9:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69c86853e1fc8190b16cdf779057c804 completed March 28, 2026, 11:46 p.m.
NEDg Description generation batch_69c868fb7fe48190a1b7ab0e824e2984 completed March 28, 2026, 11:49 p.m.
NED2 Entity disambiguation (via description) batch_69c8697782d48190a6830f91800d3505 completed March 28, 2026, 11:51 p.m.
Created at: March 27, 2026, 3:54 p.m.