Triple
T8738316
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | John Gardner (British writer) |
E207438
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Boysie Oakes series
The Boysie Oakes series is a set of satirical spy novels by John Gardner featuring a reluctant, cowardly secret agent who parodies the James Bond–style hero.
|
E754788
|
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: Boysie Oakes series | Statement: [John Gardner (British writer), notableWork, Boysie Oakes series]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Boysie Oakes series Context triple: [John Gardner (British writer), notableWork, Boysie Oakes series]
-
A.
Blackford Oakes novels
The Blackford Oakes novels are a series of Cold War-era spy thrillers following the adventures of an American CIA agent navigating high-stakes international intrigue and political conflict.
-
B.
Lloyd Hopkins Trilogy
The Lloyd Hopkins Trilogy is a series of hard-boiled crime novels by James Ellroy featuring obsessive LAPD detective Lloyd Hopkins as he confronts brutal criminals and his own psychological demons in a dark, violent vision of Los Angeles.
-
C.
Elmwood Springs series
The Elmwood Springs series is a collection of heartwarming, small-town novels by Fannie Flagg that follow the intertwined lives and stories of residents in the fictional community of Elmwood Springs, Missouri.
-
D.
Alvirah and Willy series
The Alvirah and Willy series is a collection of light mystery novels by Mary Higgins Clark featuring a lottery-winning former cleaning woman and her devoted husband who repeatedly become amateur sleuths.
-
E.
The Hardy Boys series
The Hardy Boys series is a long-running collection of juvenile mystery novels featuring teenage brothers Frank and Joe Hardy solving crimes and adventures, originally published under the pseudonym Franklin W. Dixon.
- 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: Boysie Oakes series Triple: [John Gardner (British writer), notableWork, Boysie Oakes series]
Generated description
The Boysie Oakes series is a set of satirical spy novels by John Gardner featuring a reluctant, cowardly secret agent who parodies the James Bond–style hero.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Boysie Oakes series Target entity description: The Boysie Oakes series is a set of satirical spy novels by John Gardner featuring a reluctant, cowardly secret agent who parodies the James Bond–style hero.
-
A.
Blackford Oakes novels
The Blackford Oakes novels are a series of Cold War-era spy thrillers following the adventures of an American CIA agent navigating high-stakes international intrigue and political conflict.
-
B.
Lloyd Hopkins Trilogy
The Lloyd Hopkins Trilogy is a series of hard-boiled crime novels by James Ellroy featuring obsessive LAPD detective Lloyd Hopkins as he confronts brutal criminals and his own psychological demons in a dark, violent vision of Los Angeles.
-
C.
Elmwood Springs series
The Elmwood Springs series is a collection of heartwarming, small-town novels by Fannie Flagg that follow the intertwined lives and stories of residents in the fictional community of Elmwood Springs, Missouri.
-
D.
Alvirah and Willy series
The Alvirah and Willy series is a collection of light mystery novels by Mary Higgins Clark featuring a lottery-winning former cleaning woman and her devoted husband who repeatedly become amateur sleuths.
-
E.
The Hardy Boys series
The Hardy Boys series is a long-running collection of juvenile mystery novels featuring teenage brothers Frank and Joe Hardy solving crimes and adventures, originally published under the pseudonym Franklin W. Dixon.
- 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_69ca835a03a081909d4d4cd01a18c9fb |
completed | March 30, 2026, 2:06 p.m. |
| NER | Named-entity recognition | batch_69cc5d470c8c81909ead395ef704c6ba |
completed | March 31, 2026, 11:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cf42d5dd508190854fbbc2541aa819 |
completed | April 3, 2026, 4:32 a.m. |
| NEDg | Description generation | batch_69cf440051bc8190ad9d649150187932 |
completed | April 3, 2026, 4:37 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cf4473ee0081908ed22eb0d855d7dd |
completed | April 3, 2026, 4:39 a.m. |
Created at: March 30, 2026, 6:38 p.m.