Triple
T22942540
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | A. J. Frost |
E569772
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object | Elliott Wave Principle: Key to Market Behavior |
—
|
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: Elliott Wave Principle: Key to Market Behavior | Statement: [A. J. Frost, notableWork, Elliott Wave Principle: Key to Market Behavior]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Elliott Wave Principle: Key to Market Behavior Context triple: [A. J. Frost, notableWork, Elliott Wave Principle: Key to Market Behavior]
-
A.
Elliott Wave
chosen
Elliott Wave is a form of technical analysis that interprets financial market price movements as recurring wave patterns driven by investor psychology.
-
B.
The Alchemy of Finance
The Alchemy of Finance is a seminal book by investor George Soros that outlines his theory of reflexivity in markets and its implications for financial speculation and economic cycles.
-
C.
Value Investing: From Graham to Buffett and Beyond
"Value Investing: From Graham to Buffett and Beyond" is a widely regarded finance book by Bruce Greenwald that explains and updates the principles of classic value investing for modern markets, drawing on the approaches of Benjamin Graham and Warren Buffett.
-
D.
The Power of the Market
"The Power of the Market" is a well-known chapter from Milton and Rose Friedman's book *Free to Choose* that explains how free-market mechanisms coordinate economic activity and promote individual freedom.
-
E.
Ray Dalio’s First Principles framework
Ray Dalio’s First Principles framework is a decision-making and problem-solving methodology that distills reality into fundamental, timeless principles—such as the “Laws of the Knowable”—to guide clear thinking, effective action, and better outcomes in life and work.
- 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_69e24590862c8190858f180ad302adab |
completed | April 17, 2026, 2:37 p.m. |
| NER | Named-entity recognition | batch_69f1819a509481908a3662ef80f757c7 |
completed | April 29, 2026, 3:57 a.m. |
Created at: April 17, 2026, 3:45 p.m.