Triple
T6090906
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Elliott Wave |
E135760
|
entity |
| Predicate | creator |
P184
|
FINISHED |
| Object |
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.
|
E569771
|
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: Ralph Nelson Elliott | Statement: [Elliott Wave, creator, Ralph Nelson Elliott]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ralph Nelson Elliott Context triple: [Elliott Wave, creator, Ralph Nelson Elliott]
-
A.
R. W. Elliott
R. W. Elliott was a South Carolina school board official known for his role as a defendant in the landmark desegregation case Briggs v. Elliott, one of the cases consolidated into Brown v. Board of Education.
-
B.
J. Murrey Atkins
J. Murrey Atkins was a prominent North Carolina businessman and civic leader whose contributions to education and the community led to the main library at UNC Charlotte being named in his honor.
-
C.
Peter L. Bernstein
Peter L. Bernstein was an American financial historian, economist, and author best known for his influential book "Against the Gods: The Remarkable Story of Risk."
-
D.
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.
-
E.
Alvin Wyckoff
Alvin Wyckoff was an American cinematographer of the silent film era, known for his innovative camera work on numerous early Hollywood productions.
- 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: Ralph Nelson Elliott Triple: [Elliott Wave, creator, Ralph Nelson Elliott]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ralph Nelson Elliott Target entity description: 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.
-
A.
R. W. Elliott
R. W. Elliott was a South Carolina school board official known for his role as a defendant in the landmark desegregation case Briggs v. Elliott, one of the cases consolidated into Brown v. Board of Education.
-
B.
J. Murrey Atkins
J. Murrey Atkins was a prominent North Carolina businessman and civic leader whose contributions to education and the community led to the main library at UNC Charlotte being named in his honor.
-
C.
Peter L. Bernstein
Peter L. Bernstein was an American financial historian, economist, and author best known for his influential book "Against the Gods: The Remarkable Story of Risk."
-
D.
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.
-
E.
Alvin Wyckoff
Alvin Wyckoff was an American cinematographer of the silent film era, known for his innovative camera work on numerous early Hollywood productions.
- 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_69c0087bcc788190b20f093d3a6c60ec |
completed | March 22, 2026, 3:19 p.m. |
| NER | Named-entity recognition | batch_69c057aa192081908619d3518d4efa7a |
completed | March 22, 2026, 8:57 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c12531d764819083e1bb37d8c81a6c |
completed | March 23, 2026, 11:34 a.m. |
| NEDg | Description generation | batch_69c12964de988190a9673abe4140980e |
completed | March 23, 2026, 11:52 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c129d7cd348190963e1a266d5e88ae |
completed | March 23, 2026, 11:53 a.m. |
Created at: March 22, 2026, 4:12 p.m.