Triple
T16147921
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Jeff Hephner |
E391834
|
entity |
| Predicate | notableRole |
P22
|
FINISHED |
| Object |
Jeff Clarke in Chicago Med
Jeff Clarke in Chicago Med is a recurring character who transitions from firefighter to medical student and later doctor, navigating complex personal and professional challenges within the hospital.
|
E1196992
|
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: Jeff Clarke in Chicago Med | Statement: [Jeff Hephner, notableRole, Jeff Clarke in Chicago Med]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Jeff Clarke in Chicago Med Context triple: [Jeff Hephner, notableRole, Jeff Clarke in Chicago Med]
-
A.
Dr. Jeffrey Geiger in Chicago Hope
Dr. Jeffrey Geiger in Chicago Hope is a brilliant but emotionally volatile cardiac surgeon who serves as one of the central characters on the medical drama series "Chicago Hope."
-
B.
Sharon Goodwin on Chicago Med
Sharon Goodwin on Chicago Med is the tough, compassionate head administrator of Gaffney Chicago Medical Center who oversees hospital operations and often clashes with doctors over ethics and finances.
-
C.
Chicago Med
Chicago Med is an American medical drama television series that follows the doctors, nurses, and staff of a busy Chicago hospital as they navigate high-stakes medical cases and personal challenges.
-
D.
Alan Birch in Chicago Hope
Alan Birch in Chicago Hope is a character from the medical drama series "Chicago Hope," portrayed by actor Peter MacNicol.
-
E.
Dr. Doug Ross
Dr. Doug Ross is a charismatic and rebellious pediatrician on the television medical drama "ER," known for his deep compassion for children and complex personal life.
- 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: Jeff Clarke in Chicago Med Triple: [Jeff Hephner, notableRole, Jeff Clarke in Chicago Med]
Generated description
Jeff Clarke in Chicago Med is a recurring character who transitions from firefighter to medical student and later doctor, navigating complex personal and professional challenges within the hospital.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Jeff Clarke in Chicago Med Target entity description: Jeff Clarke in Chicago Med is a recurring character who transitions from firefighter to medical student and later doctor, navigating complex personal and professional challenges within the hospital.
-
A.
Dr. Jeffrey Geiger in Chicago Hope
Dr. Jeffrey Geiger in Chicago Hope is a brilliant but emotionally volatile cardiac surgeon who serves as one of the central characters on the medical drama series "Chicago Hope."
-
B.
Sharon Goodwin on Chicago Med
Sharon Goodwin on Chicago Med is the tough, compassionate head administrator of Gaffney Chicago Medical Center who oversees hospital operations and often clashes with doctors over ethics and finances.
-
C.
Chicago Med
Chicago Med is an American medical drama television series that follows the doctors, nurses, and staff of a busy Chicago hospital as they navigate high-stakes medical cases and personal challenges.
-
D.
Alan Birch in Chicago Hope
Alan Birch in Chicago Hope is a character from the medical drama series "Chicago Hope," portrayed by actor Peter MacNicol.
-
E.
Dr. Doug Ross
Dr. Doug Ross is a charismatic and rebellious pediatrician on the television medical drama "ER," known for his deep compassion for children and complex personal life.
- 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_69d87f1c65e48190aa2b4c472e9bafc4 |
completed | April 10, 2026, 4:39 a.m. |
| NER | Named-entity recognition | batch_69e21d9551e081908391061b092ff31b |
completed | April 17, 2026, 11:46 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fff7a7dc3481909f933acd72d6feff |
completed | May 10, 2026, 3:12 a.m. |
| NEDg | Description generation | batch_69fff81bb0008190947eeff64dc8eb88 |
completed | May 10, 2026, 3:14 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fff8905ce48190b99f8cc3504efba2 |
completed | May 10, 2026, 3:16 a.m. |
Created at: April 10, 2026, 5:01 a.m.