Triple
T13997517
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chicago Hope |
E336737
|
entity |
| Predicate | mainCharacter |
P1183
|
FINISHED |
| Object |
Dr. Aaron Shutt
Dr. Aaron Shutt is a brilliant but emotionally complex neurosurgeon who serves as one of the central protagonists on the medical drama series "Chicago Hope."
|
E1079100
|
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. Aaron Shutt | Statement: [Chicago Hope, mainCharacter, Dr. Aaron Shutt]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dr. Aaron Shutt Context triple: [Chicago Hope, mainCharacter, Dr. Aaron Shutt]
-
A.
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.
-
B.
Dr. Christopher Turk
Dr. Christopher Turk is a charismatic and skilled surgeon on the TV series "Scrubs," known for his close friendship with J.D. and his humorous, energetic personality.
-
C.
Dr. Ryan Clark
Dr. Ryan Clark is a fictional physician featured as one of the main doctors working in a remote jungle clinic on the medical drama television series "Off the Map."
-
D.
Dr. Aaron Glassman
Dr. Aaron Glassman is a fictional neurosurgeon and hospital president on the television series "The Good Doctor," known for his mentorship and paternal relationship with the protagonist, Dr. Shaun Murphy.
-
E.
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."
- 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. Aaron Shutt Triple: [Chicago Hope, mainCharacter, Dr. Aaron Shutt]
Generated description
Dr. Aaron Shutt is a brilliant but emotionally complex neurosurgeon who serves as one of the central protagonists on the medical drama series "Chicago Hope."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Dr. Aaron Shutt Target entity description: Dr. Aaron Shutt is a brilliant but emotionally complex neurosurgeon who serves as one of the central protagonists on the medical drama series "Chicago Hope."
-
A.
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.
-
B.
Dr. Christopher Turk
Dr. Christopher Turk is a charismatic and skilled surgeon on the TV series "Scrubs," known for his close friendship with J.D. and his humorous, energetic personality.
-
C.
Dr. Ryan Clark
Dr. Ryan Clark is a fictional physician featured as one of the main doctors working in a remote jungle clinic on the medical drama television series "Off the Map."
-
D.
Dr. Aaron Glassman
Dr. Aaron Glassman is a fictional neurosurgeon and hospital president on the television series "The Good Doctor," known for his mentorship and paternal relationship with the protagonist, Dr. Shaun Murphy.
-
E.
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."
- 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_69d81c645c5c8190b1fd16a285a1b78a |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de2eb68ba88190bfaf10777d607bf3 |
completed | April 14, 2026, 12:10 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fcd0934b74819094ec7309c23a3e2a |
completed | May 7, 2026, 5:49 p.m. |
| NEDg | Description generation | batch_69fcd176632c8190aa7dee337688b043 |
completed | May 7, 2026, 5:52 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fcd28c1f0c819083b934a6afd656bf |
completed | May 7, 2026, 5:57 p.m. |
Created at: April 9, 2026, 10:19 p.m.