Triple
T22992847
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Robert Prechter |
E572097
|
entity |
| Predicate | publishes |
P80
|
FINISHED |
| Object |
The Elliott Wave Theorist
The Elliott Wave Theorist is a financial market newsletter focused on applying Elliott Wave principles to forecast market trends and investor psychology.
|
E1564468
|
NE FINISHED |
How this triple was built (4 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: The Elliott Wave Theorist | Statement: [Robert Prechter, publishes, The Elliott Wave Theorist]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Elliott Wave Theorist Context triple: [Robert Prechter, publishes, The Elliott Wave Theorist]
-
A.
Robert Prechter
Robert Prechter is a financial analyst and author best known for reviving and widely promoting Elliott Wave Theory as a tool for market forecasting.
-
B.
Ralph Nelson Elliott
Ralph Nelson Elliott was an American accountant and author best known for developing the Elliott Wave Theory, a form of technical analysis used to forecast financial market trends based on crowd psychology and recurring price patterns.
-
C.
John F. Ehlers
John F. Ehlers is an American engineer, trader, and author known for applying digital signal processing techniques to technical analysis in financial markets.
-
D.
Galt Niederhoffer
Galt Niederhoffer is an American film producer, novelist, and director known for her work on numerous independent films and for founding the production company Plum Pictures.
-
E.
Martin Armstrong
Martin Armstrong is an American former financial advisor and self-taught economic forecaster known for his controversial "Economic Confidence Model" and high-profile legal troubles related to fraud charges.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: The Elliott Wave Theorist Triple: [Robert Prechter, publishes, The Elliott Wave Theorist]
Generated description
The Elliott Wave Theorist is a financial market newsletter focused on applying Elliott Wave principles to forecast market trends and investor psychology.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: The Elliott Wave Theorist Target entity description: The Elliott Wave Theorist is a financial market newsletter focused on applying Elliott Wave principles to forecast market trends and investor psychology.
-
A.
Robert Prechter
Robert Prechter is a financial analyst and author best known for reviving and widely promoting Elliott Wave Theory as a tool for market forecasting.
-
B.
Ralph Nelson Elliott
Ralph Nelson Elliott was an American accountant and author best known for developing the Elliott Wave Theory, a form of technical analysis used to forecast financial market trends based on crowd psychology and recurring price patterns.
-
C.
John F. Ehlers
John F. Ehlers is an American engineer, trader, and author known for applying digital signal processing techniques to technical analysis in financial markets.
-
D.
Galt Niederhoffer
Galt Niederhoffer is an American film producer, novelist, and director known for her work on numerous independent films and for founding the production company Plum Pictures.
-
E.
Martin Armstrong
Martin Armstrong is an American former financial advisor and self-taught economic forecaster known for his controversial "Economic Confidence Model" and high-profile legal troubles related to fraud charges.
- F. None of above. chosen
Provenance (5 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_69e245b535808190adef8a9df3c584db |
completed | April 17, 2026, 2:37 p.m. |
| NER | Named-entity recognition | batch_69f182f017a88190b02d0649a3af5d99 |
completed | April 29, 2026, 4:02 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0bd37b1a0c819086bf665e96c2a540 |
completed | May 19, 2026, 3:05 a.m. |
| NEDg | Description generation | batch_6a0bd44a4434819093871158e49bafbc |
completed | May 19, 2026, 3:08 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0bd4e53024819084592e995cc902e7 |
completed | May 19, 2026, 3:11 a.m. |
Created at: April 17, 2026, 3:50 p.m.