Triple
T12958747
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Resident |
E310082
|
entity |
| Predicate | basedOnAuthor |
P2806
|
FINISHED |
| Object |
Marty Makary
Marty Makary is an American surgeon, public health researcher, and author known for his work on healthcare transparency and patient safety.
|
E1015759
|
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: Marty Makary | Statement: [The Resident, basedOnAuthor, Marty Makary]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marty Makary Context triple: [The Resident, basedOnAuthor, Marty Makary]
-
A.
Larry Stenger
Larry Stenger is one of the original founders associated with the early formation of semiconductor company Advanced Micro Devices (AMD).
-
B.
Dr. Robert Hoffstetler
Dr. Robert Hoffstetler is a Soviet spy posing as an American scientist who secretly aids the captive Amphibian Man in the film "The Shape of Water."
-
C.
Dr. Chris Taub
Dr. Chris Taub is a plastic surgeon and diagnostician on the medical drama series "House," known for his personal insecurities, marital issues, and often cynical outlook.
-
D.
John Weitz
John Weitz was a German-born American fashion designer and author known for his influential menswear designs and historical writings.
-
E.
Dr. Mark Bruckner
Dr. Mark Bruckner is a central character in the musical "On a Clear Day You Can See Forever," a psychiatrist who becomes fascinated with his patient’s apparent past-life memories and psychic abilities.
- 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: Marty Makary Triple: [The Resident, basedOnAuthor, Marty Makary]
Generated description
Marty Makary is an American surgeon, public health researcher, and author known for his work on healthcare transparency and patient safety.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marty Makary Target entity description: Marty Makary is an American surgeon, public health researcher, and author known for his work on healthcare transparency and patient safety.
-
A.
Larry Stenger
Larry Stenger is one of the original founders associated with the early formation of semiconductor company Advanced Micro Devices (AMD).
-
B.
Dr. Robert Hoffstetler
Dr. Robert Hoffstetler is a Soviet spy posing as an American scientist who secretly aids the captive Amphibian Man in the film "The Shape of Water."
-
C.
Dr. Chris Taub
Dr. Chris Taub is a plastic surgeon and diagnostician on the medical drama series "House," known for his personal insecurities, marital issues, and often cynical outlook.
-
D.
John Weitz
John Weitz was a German-born American fashion designer and author known for his influential menswear designs and historical writings.
-
E.
Dr. Mark Bruckner
Dr. Mark Bruckner is a central character in the musical "On a Clear Day You Can See Forever," a psychiatrist who becomes fascinated with his patient’s apparent past-life memories and psychic abilities.
- 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_69d7bdfb57a88190836b743e2825feca |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d97e2e44908190bb8b43fc5c3b8a8a |
completed | April 10, 2026, 10:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6c0f0b4c08190a6cb0a098ca6d67b |
completed | May 3, 2026, 3:28 a.m. |
| NEDg | Description generation | batch_69f6c2d8f2f08190a4c3f57dd6f49940 |
completed | May 3, 2026, 3:36 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6c34b9ec08190bb29458b6f43c388 |
completed | May 3, 2026, 3:38 a.m. |
Created at: April 9, 2026, 5:44 p.m.