Triple
T22383930
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cantor’s Dilemma |
E553344
|
entity |
| Predicate | characterRole |
P268
|
FINISHED |
| Object |
Isidore Cantor is a senior cancer researcher
Isidore Cantor is a fictional senior cancer researcher whose groundbreaking but controversial work drives the ethical and scientific tensions in the novel "Cantor’s Dilemma."
|
E1534812
|
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: Isidore Cantor is a senior cancer researcher | Statement: [Cantor’s Dilemma, characterRole, Isidore Cantor is a senior cancer researcher]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Isidore Cantor is a senior cancer researcher Context triple: [Cantor’s Dilemma, characterRole, Isidore Cantor is a senior cancer researcher]
-
A.
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.
-
B.
Isidore Ostrer
Isidore Ostrer was a British financier and film executive who played a key role in the development of the Gainsborough Pictures film studio in the early 20th century.
-
C.
Dr. Iggy Frome
Dr. Iggy Frome is a compassionate psychiatrist and one of the central doctors in the medical drama series "New Amsterdam."
-
D.
Dr. Cukrowicz
Dr. Cukrowicz is a compassionate but skeptical neurosurgeon in Tennessee Williams' play "Suddenly, Last Summer," tasked with uncovering the truth behind a young woman's traumatic memories.
-
E.
Dr. Isaacs
Dr. Isaacs is a key antagonist in the Resident Evil film series, portrayed as a high-ranking Umbrella Corporation scientist obsessed with controlling the T-virus and weaponizing Alice.
- 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: Isidore Cantor is a senior cancer researcher Triple: [Cantor’s Dilemma, characterRole, Isidore Cantor is a senior cancer researcher]
Generated description
Isidore Cantor is a fictional senior cancer researcher whose groundbreaking but controversial work drives the ethical and scientific tensions in the novel "Cantor’s Dilemma."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Isidore Cantor is a senior cancer researcher Target entity description: Isidore Cantor is a fictional senior cancer researcher whose groundbreaking but controversial work drives the ethical and scientific tensions in the novel "Cantor’s Dilemma."
-
A.
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.
-
B.
Isidore Ostrer
Isidore Ostrer was a British financier and film executive who played a key role in the development of the Gainsborough Pictures film studio in the early 20th century.
-
C.
Dr. Iggy Frome
Dr. Iggy Frome is a compassionate psychiatrist and one of the central doctors in the medical drama series "New Amsterdam."
-
D.
Dr. Cukrowicz
Dr. Cukrowicz is a compassionate but skeptical neurosurgeon in Tennessee Williams' play "Suddenly, Last Summer," tasked with uncovering the truth behind a young woman's traumatic memories.
-
E.
Dr. Isaacs
Dr. Isaacs is a key antagonist in the Resident Evil film series, portrayed as a high-ranking Umbrella Corporation scientist obsessed with controlling the T-virus and weaponizing Alice.
- 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_69e11e4cf87c8190a1ff474daec326b7 |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f1582d8e548190a7330de49d519675 |
completed | April 29, 2026, 1 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0ae9bc28fc81908967105a7a34903e |
completed | May 18, 2026, 10:28 a.m. |
| NEDg | Description generation | batch_6a0aedd061408190a25b6b1773e6610a |
completed | May 18, 2026, 10:45 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0aee8497b881909019717c6b9b4888 |
completed | May 18, 2026, 10:48 a.m. |
Created at: April 16, 2026, 8:45 p.m.