Triple

T15230111
Position Surface form Disambiguated ID Type / Status
Subject NBER Macroeconomics Annual E363976 entity
Predicate hasAbbreviation P43 FINISHED
Object NBER Macro Annual E363976 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: NBER Macro Annual | Statement: [NBER Macroeconomics Annual, hasAbbreviation, NBER Macro Annual]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: NBER Macro Annual
Context triple: [NBER Macroeconomics Annual, hasAbbreviation, NBER Macro Annual]
  • A. NBER Macroeconomics Annual chosen
    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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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_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.
Created at: April 10, 2026, 3:12 a.m.