Triple
T20262732
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dan Kavanagh |
E498884
|
entity |
| Predicate | hasSeries |
P1761
|
FINISHED |
| Object |
Duffy series
The Duffy series is a set of crime novels by Dan Kavanagh featuring a bisexual private detective navigating gritty, darkly humorous investigations in London.
|
E1420603
|
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: Duffy series | Statement: [Dan Kavanagh, hasSeries, Duffy series]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Duffy series Context triple: [Dan Kavanagh, hasSeries, Duffy series]
-
A.
Sean Dillon series
The Sean Dillon series is a collection of thriller novels by Jack Higgins featuring the eponymous former IRA enforcer turned British government operative.
-
B.
Karen Pirie series
The Karen Pirie series is a collection of Scottish crime novels by Val McDermid featuring cold case detective Karen Pirie as she investigates long-buried mysteries.
-
C.
Drearcliff Grange School series
The Drearcliff Grange School series is a set of supernatural-tinged school stories by Kim Newman, following unusual girls with extraordinary abilities at a secretive English boarding school.
-
D.
The Lewis Trilogy
The Lewis Trilogy is a series of crime novels by Peter May set in Scotland’s Outer Hebrides, known for its atmospheric storytelling and exploration of island life and dark secrets.
-
E.
Tavistock family series
The Tavistock family series is a collection of romantic suspense novels by Sandra Brown that follows the intertwined lives and dramatic secrets of the Tavistock family.
- 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: Duffy series Triple: [Dan Kavanagh, hasSeries, Duffy series]
Generated description
The Duffy series is a set of crime novels by Dan Kavanagh featuring a bisexual private detective navigating gritty, darkly humorous investigations in London.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Duffy series Target entity description: The Duffy series is a set of crime novels by Dan Kavanagh featuring a bisexual private detective navigating gritty, darkly humorous investigations in London.
-
A.
Sean Dillon series
The Sean Dillon series is a collection of thriller novels by Jack Higgins featuring the eponymous former IRA enforcer turned British government operative.
-
B.
Karen Pirie series
The Karen Pirie series is a collection of Scottish crime novels by Val McDermid featuring cold case detective Karen Pirie as she investigates long-buried mysteries.
-
C.
Drearcliff Grange School series
The Drearcliff Grange School series is a set of supernatural-tinged school stories by Kim Newman, following unusual girls with extraordinary abilities at a secretive English boarding school.
-
D.
The Lewis Trilogy
The Lewis Trilogy is a series of crime novels by Peter May set in Scotland’s Outer Hebrides, known for its atmospheric storytelling and exploration of island life and dark secrets.
-
E.
Tavistock family series
The Tavistock family series is a collection of romantic suspense novels by Sandra Brown that follows the intertwined lives and dramatic secrets of the Tavistock family.
- 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_69da6275fa6c8190952924930adee150 |
completed | April 11, 2026, 3:02 p.m. |
| NER | Named-entity recognition | batch_69e674cba2748190a886ecd8316dc518 |
completed | April 20, 2026, 6:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0855311d4c8190bab2119e20359ae9 |
completed | May 16, 2026, 11:29 a.m. |
| NEDg | Description generation | batch_6a0855c6bab08190831cc78647de84fc |
completed | May 16, 2026, 11:32 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0856e66c808190b5ef994f1cbc5f3e |
completed | May 16, 2026, 11:37 a.m. |
Created at: April 11, 2026, 11:41 p.m.