Triple
T16378995
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Atria Books |
E397750
|
entity |
| Predicate | publishesAuthor |
P59456
|
FINISHED |
| Object |
Vince Flynn
Vince Flynn was an American author best known for his political thriller novels featuring counterterrorism operative Mitch Rapp.
|
E1211041
|
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: Vince Flynn | Statement: [Atria Books, publishesAuthor, Vince Flynn]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Vince Flynn Context triple: [Atria Books, publishesAuthor, Vince Flynn]
-
A.
Dale Brown
Dale Brown is a former American college basketball coach best known for leading the LSU Tigers men's basketball program to national prominence from the 1970s through the 1990s.
-
B.
Nelson DeMille
Nelson DeMille is an American novelist best known for his suspenseful thrillers and crime novels featuring complex plots, military and law-enforcement settings, and sharp, witty dialogue.
-
C.
Stephen Hunter
Stephen Hunter is an American novelist and Pulitzer Prize–winning film critic best known for his Bob Lee Swagger sniper thriller series.
-
D.
John Clancy
John Clancy is a theatre orchestrator best known for his work on the Broadway musical adaptation of "Mean Girls."
-
E.
John Clancy
John Clancy is a leading architect and key figure at the prominent Irish architectural firm Scott Tallon Walker Architects.
- 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: Vince Flynn Triple: [Atria Books, publishesAuthor, Vince Flynn]
Generated description
Vince Flynn was an American author best known for his political thriller novels featuring counterterrorism operative Mitch Rapp.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Vince Flynn Target entity description: Vince Flynn was an American author best known for his political thriller novels featuring counterterrorism operative Mitch Rapp.
-
A.
Dale Brown
Dale Brown is a former American college basketball coach best known for leading the LSU Tigers men's basketball program to national prominence from the 1970s through the 1990s.
-
B.
Nelson DeMille
Nelson DeMille is an American novelist best known for his suspenseful thrillers and crime novels featuring complex plots, military and law-enforcement settings, and sharp, witty dialogue.
-
C.
Stephen Hunter
Stephen Hunter is an American novelist and Pulitzer Prize–winning film critic best known for his Bob Lee Swagger sniper thriller series.
-
D.
John Clancy
John Clancy is a theatre orchestrator best known for his work on the Broadway musical adaptation of "Mean Girls."
-
E.
John Clancy
John Clancy is a leading architect and key figure at the prominent Irish architectural firm Scott Tallon Walker Architects.
- 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_69d87f2880b48190ae1a9673a3bbef80 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e319da3c6c8190a9ccf744996c31e8 |
completed | April 18, 2026, 5:42 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00356658e881908131a3c60ed5499d |
completed | May 10, 2026, 7:36 a.m. |
| NEDg | Description generation | batch_6a00383a7180819092ea605aa8ef1672 |
completed | May 10, 2026, 7:48 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00391645ac819092a06dc6813604fa |
completed | May 10, 2026, 7:51 a.m. |
Created at: April 10, 2026, 5:08 a.m.