Triple
T5281836
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ben Bernanke |
E119514
|
entity |
| Predicate | NobelPrizeField |
P1861
|
FINISHED |
| Object | Economic Sciences |
E42233
|
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: Economic Sciences | Statement: [Ben Bernanke, NobelPrizeField, Economic Sciences]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Economic Sciences Context triple: [Ben Bernanke, NobelPrizeField, Economic Sciences]
-
A.
Economic Sciences
chosen
Economic Sciences is the academic discipline that studies how individuals, businesses, governments, and societies allocate scarce resources and make decisions about production, distribution, and consumption.
-
B.
School of Economic Sciences
The School of Economic Sciences is an academic unit of Universidad Francisco Marroquín specializing in the teaching and research of economics and related disciplines.
-
C.
Quantitative Economics
Quantitative Economics is a peer-reviewed open-access journal of the Econometric Society that publishes research in econometrics and quantitative economic theory.
-
D.
Principles of Economics
Principles of Economics is Carl Menger’s foundational 1871 treatise that established the Austrian School of economics and introduced the theory of marginal utility.
-
E.
American Economic Journal
The American Economic Journal is a family of peer-reviewed academic journals published by the American Economic Association that covers various specialized fields within economics.
- 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_69bd446d05a8819092ad333a3f9c8d5c |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd84c69780819097a1ea9385e11077 |
completed | March 20, 2026, 5:32 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf06e27b5081908b755a817d4c260a |
completed | March 21, 2026, 9 p.m. |
Created at: March 20, 2026, 1:52 p.m.