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.