Triple

T11371083
Position Surface form Disambiguated ID Type / Status
Subject Penn Medicine neurosurgery department E269341 entity
Predicate collaboratesWith P37 FINISHED
Object Penn Medicine radiation oncology department
The Penn Medicine radiation oncology department is a clinical and research division of Penn Medicine specializing in advanced radiation therapies for cancer treatment, often working in multidisciplinary teams with other specialties.
E921865 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 radiation oncology department | Statement: [Penn Medicine neurosurgery department, collaboratesWith, Penn Medicine radiation oncology department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Penn Medicine radiation oncology department
Context triple: [Penn Medicine neurosurgery department, collaboratesWith, Penn Medicine radiation oncology department]
  • A. Penn Medicine neurosurgery department
    The Penn Medicine neurosurgery department is a leading academic neurosurgical center known for advanced brain and spine surgery, research, and multidisciplinary care within the University of Pennsylvania Health System.
  • 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. 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.
  • D. Penn Medicine
    Penn Medicine is the University of Pennsylvania’s integrated academic health system, encompassing hospitals, clinics, and research and teaching programs in Philadelphia and the surrounding region.
  • E. Sidney Kimmel Comprehensive Cancer Center
    The Sidney Kimmel Comprehensive Cancer Center is a leading National Cancer Institute–designated comprehensive cancer center at Johns Hopkins, renowned for its cutting-edge cancer research, treatment, and education.
  • 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 radiation oncology department
Triple: [Penn Medicine neurosurgery department, collaboratesWith, Penn Medicine radiation oncology department]
Generated description
The Penn Medicine radiation oncology department is a clinical and research division of Penn Medicine specializing in advanced radiation therapies for cancer treatment, often working in multidisciplinary teams with other specialties.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Penn Medicine radiation oncology department
Target entity description: The Penn Medicine radiation oncology department is a clinical and research division of Penn Medicine specializing in advanced radiation therapies for cancer treatment, often working in multidisciplinary teams with other specialties.
  • A. Penn Medicine neurosurgery department
    The Penn Medicine neurosurgery department is a leading academic neurosurgical center known for advanced brain and spine surgery, research, and multidisciplinary care within the University of Pennsylvania Health System.
  • 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. 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.
  • D. Penn Medicine
    Penn Medicine is the University of Pennsylvania’s integrated academic health system, encompassing hospitals, clinics, and research and teaching programs in Philadelphia and the surrounding region.
  • E. Sidney Kimmel Comprehensive Cancer Center
    The Sidney Kimmel Comprehensive Cancer Center is a leading National Cancer Institute–designated comprehensive cancer center at Johns Hopkins, renowned for its cutting-edge cancer research, treatment, and education.
  • 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.