Triple
T6954562
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Prodigal Son |
E161208
|
entity |
| Predicate | hasCharacterOccupation |
P2374
|
FINISHED |
| Object |
Dr. Martin Whitly – serial killer and surgeon
Dr. Martin Whitly is a brilliant yet deeply disturbed surgeon-turned-serial killer who serves as the central antagonist and complex father figure in the TV series "Prodigal Son."
|
E630804
|
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: Dr. Martin Whitly – serial killer and surgeon | Statement: [Prodigal Son, hasCharacterOccupation, Dr. Martin Whitly – serial killer and surgeon]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dr. Martin Whitly – serial killer and surgeon Context triple: [Prodigal Son, hasCharacterOccupation, Dr. Martin Whitly – serial killer and surgeon]
-
A.
Harold Shipman
Harold Shipman was an English general practitioner and one of the most prolific serial killers in history, convicted of murdering numerous patients under his care.
-
B.
Michael Ripps
Michael Ripps is a film editor known for his work on the movie "Stakeout."
-
C.
Ted Bundy
Ted Bundy was an infamous American serial killer active in the 1970s, known for his charm, intelligence, and brutal murders of numerous young women across multiple states.
-
D.
John Christie
John Christie was a British landowner and music patron best known for establishing the Glyndebourne Festival Opera at his country estate.
-
E.
Silas Laurence Loomis
Silas Laurence Loomis was a 19th-century American physician, inventor, and educator known for his contributions to medical science and technological innovation.
- 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: Dr. Martin Whitly – serial killer and surgeon Triple: [Prodigal Son, hasCharacterOccupation, Dr. Martin Whitly – serial killer and surgeon]
Generated description
Dr. Martin Whitly is a brilliant yet deeply disturbed surgeon-turned-serial killer who serves as the central antagonist and complex father figure in the TV series "Prodigal Son."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Dr. Martin Whitly – serial killer and surgeon Target entity description: Dr. Martin Whitly is a brilliant yet deeply disturbed surgeon-turned-serial killer who serves as the central antagonist and complex father figure in the TV series "Prodigal Son."
-
A.
Harold Shipman
Harold Shipman was an English general practitioner and one of the most prolific serial killers in history, convicted of murdering numerous patients under his care.
-
B.
Michael Ripps
Michael Ripps is a film editor known for his work on the movie "Stakeout."
-
C.
Ted Bundy
Ted Bundy was an infamous American serial killer active in the 1970s, known for his charm, intelligence, and brutal murders of numerous young women across multiple states.
-
D.
John Christie
John Christie was a British landowner and music patron best known for establishing the Glyndebourne Festival Opera at his country estate.
-
E.
Silas Laurence Loomis
Silas Laurence Loomis was a 19th-century American physician, inventor, and educator known for his contributions to medical science and technological innovation.
- 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_69c68852a9a0819097797e31d492e273 |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6dace1a94819095311e4288f01784 |
completed | March 27, 2026, 7:30 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c75883f6888190a75515be49e7879e |
completed | March 28, 2026, 4:26 a.m. |
| NEDg | Description generation | batch_69c759a5eebc8190934ea04a2ce20287 |
completed | March 28, 2026, 4:31 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c75a19d27c819089cfa625dfccfe6f |
completed | March 28, 2026, 4:33 a.m. |
Created at: March 27, 2026, 2:29 p.m.