Triple
T15230142
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | NBER Reporter |
E363977
|
entity |
| Predicate | isPartOf |
P10
|
FINISHED |
| Object |
NBER publications
NBER publications are a series of research outputs from the National Bureau of Economic Research that disseminate cutting-edge empirical and theoretical work in economics to academics, policymakers, and the public.
|
E363973
|
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 publications | Statement: [NBER Reporter, isPartOf, NBER publications]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: NBER publications Context triple: [NBER Reporter, isPartOf, NBER publications]
-
A.
NBER Working Paper Series
The NBER Working Paper Series is a prominent collection of preliminary economic research papers circulated by the National Bureau of Economic Research to disseminate new findings to scholars and policymakers before formal publication.
-
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.
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.
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.
-
E.
NBER website
The NBER website is the official online platform of the National Bureau of Economic Research, providing access to its working papers, publications, data, and information on researchers and programs.
- 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 publications Triple: [NBER Reporter, isPartOf, NBER publications]
Generated description
NBER publications are a series of research outputs from the National Bureau of Economic Research that disseminate cutting-edge empirical and theoretical work in economics to academics, policymakers, and the public.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: NBER publications Target entity description: NBER publications are a series of research outputs from the National Bureau of Economic Research that disseminate cutting-edge empirical and theoretical work in economics to academics, policymakers, and the public.
-
A.
NBER Working Paper Series
chosen
The NBER Working Paper Series is a prominent collection of preliminary economic research papers circulated by the National Bureau of Economic Research to disseminate new findings to scholars and policymakers before formal publication.
-
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.
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.
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.
-
E.
NBER website
The NBER website is the official online platform of the National Bureau of Economic Research, providing access to its working papers, publications, data, and information on researchers and programs.
- F. None of above.
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_69feef6a5ad48190a13f0b7bc1a6be0b |
completed | May 9, 2026, 8:25 a.m. |
| NEDg | Description generation | batch_69feefe8c4ec819085ccab5048c1db28 |
completed | May 9, 2026, 8:27 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fef0c5d2608190970e901e3986077c |
completed | May 9, 2026, 8:31 a.m. |
Created at: April 10, 2026, 3:12 a.m.