Triple
T17226336
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Jump-Starting America |
E418122
|
entity |
| Predicate | hasContributor |
P4244
|
FINISHED |
| Object | Simon Johnson |
E84387
|
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: Simon Johnson | Statement: [Jump-Starting America, hasContributor, Simon Johnson]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Simon Johnson Context triple: [Jump-Starting America, hasContributor, Simon Johnson]
-
A.
Simon Johnson
chosen
Simon Johnson is an economist known for his work on financial crises, institutions, and economic development, and for co-authoring influential books such as "Why Nations Fail" with Daron Acemoglu.
-
B.
Kenneth Rogoff
Kenneth Rogoff is an American economist and Harvard professor known for his influential work on international finance, monetary policy, and financial crises, and for serving as chief economist of the International Monetary Fund.
-
C.
Tobias Adrian
Tobias Adrian is a financial economist known for his work on macro-financial linkages, systemic risk, and monetary policy, including influential research conducted during his tenure at the Federal Reserve Bank of New York and the International Monetary Fund.
-
D.
Nouriel Roubini
Nouriel Roubini is an Iranian-American economist and New York University professor known for accurately predicting the 2008 global financial crisis and for his often pessimistic macroeconomic forecasts.
-
E.
Gregory Mankiw
Gregory Mankiw is an American economist known for his influential work in macroeconomics, particularly in developing New Keynesian theory, and for authoring widely used economics textbooks.
- 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_69d886d779488190b131369541c04e7d |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e42de1674c81909ca9e87fa9153640 |
completed | April 19, 2026, 1:20 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0180ca18c081909ef80a4056b3dbf7 |
completed | May 11, 2026, 7:10 a.m. |
Created at: April 10, 2026, 5:38 a.m.