Triple
T16569182
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Code Black |
E402538
|
entity |
| Predicate | mainCharacter |
P1183
|
FINISHED |
| Object |
Dr. Neal Hudson
Dr. Neal Hudson is a central physician character in the medical drama series "Code Black," known for navigating the intense pressures and ethical challenges of an overcrowded emergency room.
|
E1222802
|
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. Neal Hudson | Statement: [Code Black, mainCharacter, Dr. Neal Hudson]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dr. Neal Hudson Context triple: [Code Black, mainCharacter, Dr. Neal Hudson]
-
A.
Dr. Ned Darrell
Dr. Ned Darrell is a central character in Eugene O’Neill’s play "Strange Interlude," a conflicted physician entangled in a complex love triangle and burdened by moral and psychological turmoil.
-
B.
Dr. Perry Cox
Dr. Perry Cox is a sarcastic, tough-love attending physician and mentor character from the medical comedy series "Scrubs."
-
C.
Dr. Ben Keeton
Dr. Ben Keeton is a central character on the medical drama series "Off the Map," portrayed as a gifted but troubled doctor leading a remote jungle clinic.
-
D.
Dr. Floyd Reynolds
Dr. Floyd Reynolds is a skilled and compassionate cardiovascular surgeon at New Amsterdam Medical Center in the TV series "New Amsterdam."
-
E.
Dr. Charles Ashford
Dr. Charles Ashford is a brilliant but wheelchair-bound Umbrella Corporation scientist in the film "Resident Evil: Apocalypse," driven by his determination to rescue his daughter amid the Raccoon City outbreak.
- 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. Neal Hudson Triple: [Code Black, mainCharacter, Dr. Neal Hudson]
Generated description
Dr. Neal Hudson is a central physician character in the medical drama series "Code Black," known for navigating the intense pressures and ethical challenges of an overcrowded emergency room.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Dr. Neal Hudson Target entity description: Dr. Neal Hudson is a central physician character in the medical drama series "Code Black," known for navigating the intense pressures and ethical challenges of an overcrowded emergency room.
-
A.
Dr. Ned Darrell
Dr. Ned Darrell is a central character in Eugene O’Neill’s play "Strange Interlude," a conflicted physician entangled in a complex love triangle and burdened by moral and psychological turmoil.
-
B.
Dr. Perry Cox
Dr. Perry Cox is a sarcastic, tough-love attending physician and mentor character from the medical comedy series "Scrubs."
-
C.
Dr. Ben Keeton
Dr. Ben Keeton is a central character on the medical drama series "Off the Map," portrayed as a gifted but troubled doctor leading a remote jungle clinic.
-
D.
Dr. Floyd Reynolds
Dr. Floyd Reynolds is a skilled and compassionate cardiovascular surgeon at New Amsterdam Medical Center in the TV series "New Amsterdam."
-
E.
Dr. Charles Ashford
Dr. Charles Ashford is a brilliant but wheelchair-bound Umbrella Corporation scientist in the film "Resident Evil: Apocalypse," driven by his determination to rescue his daughter amid the Raccoon City outbreak.
- 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_69d8838648088190acf97ef11fc3f61b |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e35773c00c819091731bebc02a69bb |
completed | April 18, 2026, 10:05 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00759424348190889dacbbc7435238 |
completed | May 10, 2026, 12:09 p.m. |
| NEDg | Description generation | batch_6a00783334a08190ae76fd7e114a9dd6 |
completed | May 10, 2026, 12:21 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0078562e788190b80a4ee27788ff69 |
completed | May 10, 2026, 12:21 p.m. |
Created at: April 10, 2026, 5:16 a.m.