Triple
T6090923
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Elliott Wave |
E135760
|
entity |
| Predicate | popularizedBy |
P4586
|
FINISHED |
| Object |
A. J. Frost
A. J. Frost was a Canadian market analyst and author best known for co-authoring the seminal book on Elliott Wave Theory, which helped establish it as a major tool in technical analysis.
|
E569772
|
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: A. J. Frost | Statement: [Elliott Wave, popularizedBy, A. J. Frost]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: A. J. Frost Context triple: [Elliott Wave, popularizedBy, A. J. Frost]
-
A.
Kim Boggs
Kim Boggs is the compassionate teenage girl who becomes Edward’s love interest and moral anchor in the fantasy film "Edward Scissorhands."
-
B.
Leon Barmore
Leon Barmore is a legendary women's college basketball coach best known for leading the Louisiana Tech Lady Techsters to national prominence and multiple NCAA championships.
-
C.
Jack Bicknell
Jack Bicknell is an American football coach best known for leading Boston College to national prominence in the 1980s, including the famed Doug Flutie era and the 1984 Cotton Bowl victory.
-
D.
Robert Munson
Robert "Bobby" Munson is a fictional character best known as the grizzled, resourceful mentor and ally to Sam and Dean Winchester on the television series Supernatural.
-
E.
Charles Neblett
Charles Neblett is an American civil rights activist and singer best known as a founding member of the SNCC Freedom Singers, who used music to support and advance the 1960s Civil Rights Movement.
- 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: A. J. Frost Triple: [Elliott Wave, popularizedBy, A. J. Frost]
Generated description
A. J. Frost was a Canadian market analyst and author best known for co-authoring the seminal book on Elliott Wave Theory, which helped establish it as a major tool in technical analysis.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: A. J. Frost Target entity description: A. J. Frost was a Canadian market analyst and author best known for co-authoring the seminal book on Elliott Wave Theory, which helped establish it as a major tool in technical analysis.
-
A.
Kim Boggs
Kim Boggs is the compassionate teenage girl who becomes Edward’s love interest and moral anchor in the fantasy film "Edward Scissorhands."
-
B.
Leon Barmore
Leon Barmore is a legendary women's college basketball coach best known for leading the Louisiana Tech Lady Techsters to national prominence and multiple NCAA championships.
-
C.
Jack Bicknell
Jack Bicknell is an American football coach best known for leading Boston College to national prominence in the 1980s, including the famed Doug Flutie era and the 1984 Cotton Bowl victory.
-
D.
Robert Munson
Robert "Bobby" Munson is a fictional character best known as the grizzled, resourceful mentor and ally to Sam and Dean Winchester on the television series Supernatural.
-
E.
Charles Neblett
Charles Neblett is an American civil rights activist and singer best known as a founding member of the SNCC Freedom Singers, who used music to support and advance the 1960s Civil Rights Movement.
- 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.