Triple
T6003740
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Loxo Oncology |
E133655
|
entity |
| Predicate | coFounder |
P2835
|
FINISHED |
| Object |
Keith Flaherty
Keith Flaherty is an oncologist and cancer researcher known for pioneering targeted therapies and co-founding the precision oncology company Loxo Oncology.
|
E561043
|
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: Keith Flaherty | Statement: [Loxo Oncology, coFounder, Keith Flaherty]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Keith Flaherty Context triple: [Loxo Oncology, coFounder, Keith Flaherty]
-
A.
John Ortiz
John Ortiz is an American actor known for his versatile roles in film, television, and theater, including notable performances in movies like "American Gangster" and the "Fast & Furious" franchise.
-
B.
John Farrell
John Farrell is a former Major League Baseball manager and pitcher best known for managing the Boston Red Sox to the 2013 World Series championship.
-
C.
J.D. Drew
J.D. Drew is a former American Major League Baseball outfielder known for his smooth left-handed swing, plate discipline, and key postseason performances, primarily with the St. Louis Cardinals, Atlanta Braves, Los Angeles Dodgers, and Boston Red Sox.
-
D.
Mike Lowell
Mike Lowell is a former Major League Baseball third baseman best known for his standout tenure with the Boston Red Sox and his key role in their 2007 championship run.
-
E.
Duffy Lewis
Duffy Lewis was an early 20th-century Major League Baseball left fielder best known as part of the Boston Red Sox "Golden Outfield" alongside Tris Speaker and Harry Hooper.
- 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: Keith Flaherty Triple: [Loxo Oncology, coFounder, Keith Flaherty]
Generated description
Keith Flaherty is an oncologist and cancer researcher known for pioneering targeted therapies and co-founding the precision oncology company Loxo Oncology.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Keith Flaherty Target entity description: Keith Flaherty is an oncologist and cancer researcher known for pioneering targeted therapies and co-founding the precision oncology company Loxo Oncology.
-
A.
John Ortiz
John Ortiz is an American actor known for his versatile roles in film, television, and theater, including notable performances in movies like "American Gangster" and the "Fast & Furious" franchise.
-
B.
John Farrell
John Farrell is a former Major League Baseball manager and pitcher best known for managing the Boston Red Sox to the 2013 World Series championship.
-
C.
J.D. Drew
J.D. Drew is a former American Major League Baseball outfielder known for his smooth left-handed swing, plate discipline, and key postseason performances, primarily with the St. Louis Cardinals, Atlanta Braves, Los Angeles Dodgers, and Boston Red Sox.
-
D.
Mike Lowell
Mike Lowell is a former Major League Baseball third baseman best known for his standout tenure with the Boston Red Sox and his key role in their 2007 championship run.
-
E.
Duffy Lewis
Duffy Lewis was an early 20th-century Major League Baseball left fielder best known as part of the Boston Red Sox "Golden Outfield" alongside Tris Speaker and Harry Hooper.
- 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_69c00872444c8190bfaf1739dcec765c |
completed | March 22, 2026, 3:19 p.m. |
| NER | Named-entity recognition | batch_69c04f0f63148190826198281dce3713 |
completed | March 22, 2026, 8:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c1088f5c84819094e4696c24c4dd79 |
completed | March 23, 2026, 9:31 a.m. |
| NEDg | Description generation | batch_69c1099f00f88190a5f1f0fafbb679c2 |
completed | March 23, 2026, 9:36 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c10a2ffdcc8190bfeebc59d98b2b29 |
completed | March 23, 2026, 9:38 a.m. |
Created at: March 22, 2026, 4:06 p.m.