Triple
T17020493
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Littlewood–Paley theory |
E412933
|
entity |
| Predicate | extendedBy |
P9926
|
FINISHED |
| Object |
Michael Frazier
Michael Frazier is a mathematician known for his contributions to harmonic analysis, particularly in extending and developing aspects of Littlewood–Paley theory.
|
E1247752
|
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: Michael Frazier | Statement: [Littlewood–Paley theory, extendedBy, Michael Frazier]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Michael Frazier Context triple: [Littlewood–Paley theory, extendedBy, Michael Frazier]
-
A.
Chris Frazier
Chris Frazier is an American rock drummer best known for his work with the band Foreigner and for performing with various other prominent rock acts.
-
B.
Mark Frazier
Mark Frazier is a central protagonist in John Grisham’s legal thriller "The Rooster Bar," depicted as a struggling law student entangled in a predatory for-profit law school scheme.
-
C.
Tavon Garris
Tavon Garris is a character in the crime drama television series "The Shield," involved in the gritty, morally complex world surrounding the show's central police unit.
-
D.
Othyus Jeffers
Othyus Jeffers is an American professional basketball player best known for his standout performances in the NBA Development League and brief stints in the NBA.
-
E.
Jermar Jefferson
Jermar Jefferson is an American football running back best known for his standout collegiate career at Oregon State University and subsequent play in the NFL.
- 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: Michael Frazier Triple: [Littlewood–Paley theory, extendedBy, Michael Frazier]
Generated description
Michael Frazier is a mathematician known for his contributions to harmonic analysis, particularly in extending and developing aspects of Littlewood–Paley theory.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Michael Frazier Target entity description: Michael Frazier is a mathematician known for his contributions to harmonic analysis, particularly in extending and developing aspects of Littlewood–Paley theory.
-
A.
Chris Frazier
Chris Frazier is an American rock drummer best known for his work with the band Foreigner and for performing with various other prominent rock acts.
-
B.
Mark Frazier
Mark Frazier is a central protagonist in John Grisham’s legal thriller "The Rooster Bar," depicted as a struggling law student entangled in a predatory for-profit law school scheme.
-
C.
Tavon Garris
Tavon Garris is a character in the crime drama television series "The Shield," involved in the gritty, morally complex world surrounding the show's central police unit.
-
D.
Othyus Jeffers
Othyus Jeffers is an American professional basketball player best known for his standout performances in the NBA Development League and brief stints in the NBA.
-
E.
Jermar Jefferson
Jermar Jefferson is an American football running back best known for his standout collegiate career at Oregon State University and subsequent play in the NFL.
- 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_69d886cc4170819093deddc7b8b4b6a7 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3d482c3a0819099e6ea4acb0a08ee |
completed | April 18, 2026, 6:59 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a012334c3b48190b125ab926450c45b |
completed | May 11, 2026, 12:30 a.m. |
| NEDg | Description generation | batch_6a0125420bd08190b969849a206a67d1 |
completed | May 11, 2026, 12:39 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0125c7c4f48190b570dabd341b1ef1 |
completed | May 11, 2026, 12:41 a.m. |
Created at: April 10, 2026, 5:33 a.m.