Triple
T13175075
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Richard Castle |
E313077
|
entity |
| Predicate | knownFor |
P22
|
FINISHED |
| Object |
Nikki Heat book series
The Nikki Heat book series is a set of crime novels following NYPD detective Nikki Heat, inspired by the TV show "Castle" and credited to its fictional mystery writer Richard Castle.
|
E1025211
|
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: Nikki Heat book series | Statement: [Richard Castle, knownFor, Nikki Heat book series]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nikki Heat book series Context triple: [Richard Castle, knownFor, Nikki Heat book series]
-
A.
Women's Murder Club series
The Women's Murder Club series is a popular crime thriller book franchise co-created by James Patterson that follows a group of women professionals in San Francisco who team up to solve complex murder cases.
-
B.
Jane Hawk series
The Jane Hawk series is a set of contemporary techno-thriller novels by Dean Koontz following a rogue FBI agent who uncovers a vast conspiracy involving mind-control technology.
-
C.
Patrick Kenzie and Angela Gennaro novels
The Patrick Kenzie and Angela Gennaro novels are a series of Boston-set crime thrillers by Dennis Lehane featuring two private investigators who tackle morally complex and often violent cases.
-
D.
Samantha Kincaid series
The Samantha Kincaid series is a set of legal crime novels by Alafair Burke featuring a Portland deputy district attorney who navigates complex criminal cases and personal challenges.
-
E.
Detective D.D. Warren series
The Detective D.D. Warren series is a popular set of crime thrillers by Lisa Gardner featuring a tough Boston homicide detective who investigates complex, often dark and psychologically driven cases.
- 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: Nikki Heat book series Triple: [Richard Castle, knownFor, Nikki Heat book series]
Generated description
The Nikki Heat book series is a set of crime novels following NYPD detective Nikki Heat, inspired by the TV show "Castle" and credited to its fictional mystery writer Richard Castle.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Nikki Heat book series Target entity description: The Nikki Heat book series is a set of crime novels following NYPD detective Nikki Heat, inspired by the TV show "Castle" and credited to its fictional mystery writer Richard Castle.
-
A.
Women's Murder Club series
The Women's Murder Club series is a popular crime thriller book franchise co-created by James Patterson that follows a group of women professionals in San Francisco who team up to solve complex murder cases.
-
B.
Jane Hawk series
The Jane Hawk series is a set of contemporary techno-thriller novels by Dean Koontz following a rogue FBI agent who uncovers a vast conspiracy involving mind-control technology.
-
C.
Patrick Kenzie and Angela Gennaro novels
The Patrick Kenzie and Angela Gennaro novels are a series of Boston-set crime thrillers by Dennis Lehane featuring two private investigators who tackle morally complex and often violent cases.
-
D.
Samantha Kincaid series
The Samantha Kincaid series is a set of legal crime novels by Alafair Burke featuring a Portland deputy district attorney who navigates complex criminal cases and personal challenges.
-
E.
Detective D.D. Warren series
The Detective D.D. Warren series is a popular set of crime thrillers by Lisa Gardner featuring a tough Boston homicide detective who investigates complex, often dark and psychologically driven cases.
- 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_69d806ac3ee081909b2fd27d060aa974 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69d98c303e3c819086cf0f0b6d9e61ca |
completed | April 10, 2026, 11:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6eafe03c48190992df41f77fb043e |
completed | May 3, 2026, 6:28 a.m. |
| NEDg | Description generation | batch_69f6f02dcce88190bdb07e271a52729a |
completed | May 3, 2026, 6:50 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6f09ff1088190812008373c0553d5 |
completed | May 3, 2026, 6:52 a.m. |
Created at: April 9, 2026, 9:14 p.m.