Triple
T11345049
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dr. Jennifer Melfi |
E268691
|
entity |
| Predicate | patientOf |
P36499
|
FINISHED |
| Object |
Dr. Elliot Kupferberg
Dr. Elliot Kupferberg is a psychiatrist in the television series "The Sopranos," known for serving as Dr. Jennifer Melfi’s own therapist and confidant.
|
E919978
|
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. Elliot Kupferberg | Statement: [Dr. Jennifer Melfi, patientOf, Dr. Elliot Kupferberg]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dr. Elliot Kupferberg Context triple: [Dr. Jennifer Melfi, patientOf, Dr. Elliot Kupferberg]
-
A.
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.
-
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.
Michael A. Helfant
Michael A. Helfant is a film producer and entertainment executive known for his work on genre and thriller projects, including the 2013 crime thriller "The Call."
-
D.
Dr. Cooper Freedman
Dr. Cooper Freedman is a pediatrician and one of the central doctors at the Oceanside Wellness Group in the medical drama series "Private Practice."
-
E.
Michael P. Brenner
Michael P. Brenner is an American applied mathematician and physicist known for his influential work in fluid dynamics and complex systems.
- 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. Elliot Kupferberg Triple: [Dr. Jennifer Melfi, patientOf, Dr. Elliot Kupferberg]
Generated description
Dr. Elliot Kupferberg is a psychiatrist in the television series "The Sopranos," known for serving as Dr. Jennifer Melfi’s own therapist and confidant.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Dr. Elliot Kupferberg Target entity description: Dr. Elliot Kupferberg is a psychiatrist in the television series "The Sopranos," known for serving as Dr. Jennifer Melfi’s own therapist and confidant.
-
A.
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.
-
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.
Michael A. Helfant
Michael A. Helfant is a film producer and entertainment executive known for his work on genre and thriller projects, including the 2013 crime thriller "The Call."
-
D.
Dr. Cooper Freedman
Dr. Cooper Freedman is a pediatrician and one of the central doctors at the Oceanside Wellness Group in the medical drama series "Private Practice."
-
E.
Michael P. Brenner
Michael P. Brenner is an American applied mathematician and physicist known for his influential work in fluid dynamics and complex systems.
- 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_69d6aacbe18081909e5fadb50082dd96 |
completed | April 8, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69d7ea1f9574819089760c5b5908f09e |
completed | April 9, 2026, 6:04 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e5436e9d848190a7e585351d24df03 |
completed | April 19, 2026, 9:04 p.m. |
| NEDg | Description generation | batch_69e5474b77948190b2c45831871383e8 |
completed | April 19, 2026, 9:21 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e54eeba4a88190af128a99c277853a |
completed | April 19, 2026, 9:53 p.m. |
Created at: April 8, 2026, 9:33 p.m.