Triple
T11371084
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Penn Medicine neurosurgery department |
E269341
|
entity |
| Predicate | collaboratesWith |
P37
|
FINISHED |
| Object |
Penn Medicine medical oncology programs
Penn Medicine medical oncology programs are specialized cancer care services within the Penn Medicine health system that provide advanced, multidisciplinary treatment and research-driven therapies for patients with a wide range of malignancies.
|
E921866
|
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: Penn Medicine medical oncology programs | Statement: [Penn Medicine neurosurgery department, collaboratesWith, Penn Medicine medical oncology programs]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Penn Medicine medical oncology programs Context triple: [Penn Medicine neurosurgery department, collaboratesWith, Penn Medicine medical oncology programs]
-
A.
NCI-Designated Cancer Centers Program
The NCI-Designated Cancer Centers Program is a U.S. network of leading academic and research institutions recognized for excellence in cancer research, treatment, and prevention.
-
B.
Penn Medicine Princeton Health
Penn Medicine Princeton Health is a regional healthcare system in New Jersey affiliated with the University of Pennsylvania Health System, providing comprehensive medical services through its hospital and network of outpatient facilities.
-
C.
Cancer Programs
Cancer Programs is a set of initiatives and standards by the American College of Surgeons focused on improving the quality and outcomes of cancer care across accredited institutions.
-
D.
Laura and Isaac Perlmutter Cancer Center
Laura and Isaac Perlmutter Cancer Center is a comprehensive cancer treatment and research facility affiliated with NYU Langone, known for providing advanced oncology care and conducting cutting-edge cancer research.
-
E.
Division of Oncology, Johns Hopkins University
The Division of Oncology at Johns Hopkins University is a major academic and clinical unit specializing in cancer research, treatment, and education within the institution’s Department of Medicine.
- 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: Penn Medicine medical oncology programs Triple: [Penn Medicine neurosurgery department, collaboratesWith, Penn Medicine medical oncology programs]
Generated description
Penn Medicine medical oncology programs are specialized cancer care services within the Penn Medicine health system that provide advanced, multidisciplinary treatment and research-driven therapies for patients with a wide range of malignancies.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Penn Medicine medical oncology programs Target entity description: Penn Medicine medical oncology programs are specialized cancer care services within the Penn Medicine health system that provide advanced, multidisciplinary treatment and research-driven therapies for patients with a wide range of malignancies.
-
A.
NCI-Designated Cancer Centers Program
The NCI-Designated Cancer Centers Program is a U.S. network of leading academic and research institutions recognized for excellence in cancer research, treatment, and prevention.
-
B.
Penn Medicine Princeton Health
Penn Medicine Princeton Health is a regional healthcare system in New Jersey affiliated with the University of Pennsylvania Health System, providing comprehensive medical services through its hospital and network of outpatient facilities.
-
C.
Cancer Programs
Cancer Programs is a set of initiatives and standards by the American College of Surgeons focused on improving the quality and outcomes of cancer care across accredited institutions.
-
D.
Laura and Isaac Perlmutter Cancer Center
Laura and Isaac Perlmutter Cancer Center is a comprehensive cancer treatment and research facility affiliated with NYU Langone, known for providing advanced oncology care and conducting cutting-edge cancer research.
-
E.
Division of Oncology, Johns Hopkins University
The Division of Oncology at Johns Hopkins University is a major academic and clinical unit specializing in cancer research, treatment, and education within the institution’s Department of Medicine.
- 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_69d6aacca1048190b39dbbc2174616fa |
completed | April 8, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69d7ea8b196881909af9b138661e816d |
completed | April 9, 2026, 6:06 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e5568516a481909ea66cbe53968e84 |
completed | April 19, 2026, 10:26 p.m. |
| NEDg | Description generation | batch_69e562c7de3c8190befb6d7131129a2c |
completed | April 19, 2026, 11:18 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e56a776390819082d47ad00cf1862b |
completed | April 19, 2026, 11:51 p.m. |
Created at: April 8, 2026, 9:33 p.m.