Triple
T18807476
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Forum Publishing |
E459915
|
entity |
| Predicate | hasAuthorPublished |
P44842
|
FINISHED |
| Object | Klaus Schwab (inferred, via "COVID-19: The Great Reset") |
—
|
NE NERFINISHED |
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: Klaus Schwab (inferred, via "COVID-19: The Great Reset") | Statement: [Forum Publishing, hasAuthorPublished, Klaus Schwab (inferred, via "COVID-19: The Great Reset")]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Klaus Schwab (inferred, via "COVID-19: The Great Reset") Context triple: [Forum Publishing, hasAuthorPublished, Klaus Schwab (inferred, via "COVID-19: The Great Reset")]
-
A.
Klaus Schwab
chosen
Klaus Schwab is a German engineer and economist best known as the founder and executive chairman of the World Economic Forum, a prominent international organization for public–private cooperation.
-
B.
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.
-
C.
Zuboff
Zuboff is a Russian surname, often a transliteration variant of "Zubov," borne by several notable figures in academia and public life.
-
D.
Peter Schiff
Peter Schiff is an American stock broker, financial commentator, and author known for his bearish views on the U.S. economy and his accurate prediction of the 2008 financial crisis.
-
E.
SBF
SBF is the commonly used abbreviation for the Faculty of Political Science at certain universities, denoting an academic institution focused on political studies and related social sciences.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69d8d398c7d4819091cb2f7e48948aeb |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e5a3d8ab9c819097834eac798ce810 |
completed | April 20, 2026, 3:56 a.m. |
Created at: April 10, 2026, 11:53 a.m.