Triple
T22326380
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Josh Lyman has post-traumatic stress disorder |
E551911
|
entity |
| Predicate | diagnosedByCharacter |
P1005
|
FINISHED |
| Object | Dr. Stanley Keyworth |
—
|
NE NERFINISHED |
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. Stanley Keyworth | Statement: [Josh Lyman has post-traumatic stress disorder, diagnosedByCharacter, Dr. Stanley Keyworth]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dr. Stanley Keyworth Context triple: [Josh Lyman has post-traumatic stress disorder, diagnosedByCharacter, Dr. Stanley Keyworth]
-
A.
Dr. Walter Curnow
Dr. Walter Curnow is a fictional engineer and spacecraft designer who plays a central role in the science fiction film "2010: The Year We Make Contact," the sequel to "2001: A Space Odyssey."
-
B.
Dr. Martin Ellingham
Dr. Martin Ellingham is the socially awkward, blood-phobic surgeon-turned-GP who serves as the central character in the British television series "Doc Martin."
-
C.
Dr. Robert Ledgard
Dr. Robert Ledgard is a brilliant but disturbed plastic surgeon in Pedro Almodóvar’s film "The Skin I Live In," obsessed with creating a new kind of synthetic skin and driven by grief and revenge.
-
D.
Dr. Robert Campbell
Dr. Robert Campbell is the fictional scientist and doctor portrayed by Sean Connery in the 1992 film "Medicine Man," where he searches for a cure for cancer in the Amazon rainforest.
-
E.
Dr. Leonard Gillespie
Dr. Leonard Gillespie is a gruff but wise senior physician who serves as mentor and foil to the young Dr. Kildare in the classic MGM medical film series.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Dr. Stanley Keyworth Target entity description: Dr. Stanley Keyworth is a fictional psychiatrist on the television series "The West Wing," known for treating senior White House staff members for psychological trauma and stress-related issues.
-
A.
Dr. Walter Curnow
Dr. Walter Curnow is a fictional engineer and spacecraft designer who plays a central role in the science fiction film "2010: The Year We Make Contact," the sequel to "2001: A Space Odyssey."
-
B.
Dr. Martin Ellingham
Dr. Martin Ellingham is the socially awkward, blood-phobic surgeon-turned-GP who serves as the central character in the British television series "Doc Martin."
-
C.
Dr. Robert Ledgard
Dr. Robert Ledgard is a brilliant but disturbed plastic surgeon in Pedro Almodóvar’s film "The Skin I Live In," obsessed with creating a new kind of synthetic skin and driven by grief and revenge.
-
D.
Dr. Robert Campbell
Dr. Robert Campbell is the fictional scientist and doctor portrayed by Sean Connery in the 1992 film "Medicine Man," where he searches for a cure for cancer in the Amazon rainforest.
-
E.
Dr. Leonard Gillespie
Dr. Leonard Gillespie is a gruff but wise senior physician who serves as mentor and foil to the young Dr. Kildare in the classic MGM medical film series.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: diagnosedByCharacter Context triple: [Josh Lyman has post-traumatic stress disorder, diagnosedByCharacter, Dr. Stanley Keyworth]
-
A.
diagnosedWith
chosen
Indicates that a subject has been identified, typically by a medical professional, as having a particular disease or medical condition.
-
B.
explainedByCharacter
Indicates that something (such as an event, situation, or piece of information) is explained or clarified by a particular character.
-
C.
introducedByCharacter
Indicates that one character is responsible for presenting, bringing into the story, or otherwise causing another entity to be first revealed or made known.
-
D.
characterDefinedBy
Indicates that one entity’s character, identity, or nature is determined, shaped, or specified by another entity.
-
E.
discoveredByFictionalCharacter
Indicates that something (such as an object, place, or concept) is discovered by a fictional character within a narrative.
- F. None of above.
Provenance (3 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_69e11e482f788190b78d1588fc26d606 |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f15768696481909be124e86c23d551 |
completed | April 29, 2026, 12:57 a.m. |
| PD | Predicate disambiguation | batch_69e73004d9e88190bb862319a5aea06b |
completed | April 21, 2026, 8:06 a.m. |
Created at: April 16, 2026, 8:42 p.m.