Triple
T22942539
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | A. J. Frost |
E569772
|
entity |
| Predicate | fieldOfWork |
P3
|
FINISHED |
| Object | Elliott Wave Theory |
—
|
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 Theory | Statement: [A. J. Frost, fieldOfWork, Elliott Wave Theory]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Elliott Wave Theory Context triple: [A. J. Frost, fieldOfWork, Elliott Wave Theory]
-
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.
Dow Theory
Dow Theory is a foundational framework of technical analysis that interprets stock market trends and price movements to gauge the overall direction and health of the market.
-
C.
Fibonacci retracement
Fibonacci retracement is a technical analysis tool that uses key Fibonacci ratios to identify potential support and resistance levels where price corrections may pause or reverse.
-
D.
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.
-
E.
Kondratiev waves
Kondratiev waves are long-term (roughly 40–60 year) economic cycles characterized by alternating periods of rapid growth and slower development, often linked to major technological and structural changes in the economy.
- 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.