Triple

T16280848
Position Surface form Disambiguated ID Type / Status
Subject Deborah L. Birx E395257 entity
Predicate educatedAt P5 FINISHED
Object Hershey Medical Center
Hershey Medical Center is an academic medical center and teaching hospital affiliated with Penn State University, known for providing advanced clinical care, medical education, and research.
 E1203530 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: Hershey Medical Center | Statement: [Deborah L. Birx, educatedAt, Hershey Medical Center]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hershey Medical Center
Context triple: [Deborah L. Birx, educatedAt, Hershey Medical Center]
  • A. Hospital of the University of Pennsylvania
    The Hospital of the University of Pennsylvania is a major academic medical center in Philadelphia that serves as the primary teaching hospital for the University of Pennsylvania's Perelman School of Medicine.
  • B. Bryn Mawr Hospital
    Bryn Mawr Hospital is a regional acute-care medical center serving the Main Line suburbs of Philadelphia with a wide range of inpatient and outpatient healthcare services.
  • C. Thomas Jefferson University Hospital
    Thomas Jefferson University Hospital is a major academic medical center in Philadelphia, Pennsylvania, affiliated with Thomas Jefferson University and known for its comprehensive clinical care and research.
  • D. Lankenau Medical Center
    Lankenau Medical Center is a major teaching hospital and tertiary care facility in the Philadelphia suburbs, known for its advanced cardiac, cancer, and surgical services.
  • E. Penn Presbyterian Medical Center
    Penn Presbyterian Medical Center is a major teaching hospital in Philadelphia affiliated with the University of Pennsylvania’s health system, known for advanced specialty care and medical research.
  • 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: Hershey Medical Center
Triple: [Deborah L. Birx, educatedAt, Hershey Medical Center]
Generated description
Hershey Medical Center is an academic medical center and teaching hospital affiliated with Penn State University, known for providing advanced clinical care, medical education, and research.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hershey Medical Center
Target entity description: Hershey Medical Center is an academic medical center and teaching hospital affiliated with Penn State University, known for providing advanced clinical care, medical education, and research.
  • A. Hospital of the University of Pennsylvania
    The Hospital of the University of Pennsylvania is a major academic medical center in Philadelphia that serves as the primary teaching hospital for the University of Pennsylvania's Perelman School of Medicine.
  • B. Bryn Mawr Hospital
    Bryn Mawr Hospital is a regional acute-care medical center serving the Main Line suburbs of Philadelphia with a wide range of inpatient and outpatient healthcare services.
  • C. Thomas Jefferson University Hospital
    Thomas Jefferson University Hospital is a major academic medical center in Philadelphia, Pennsylvania, affiliated with Thomas Jefferson University and known for its comprehensive clinical care and research.
  • D. Lankenau Medical Center
    Lankenau Medical Center is a major teaching hospital and tertiary care facility in the Philadelphia suburbs, known for its advanced cardiac, cancer, and surgical services.
  • E. Penn Presbyterian Medical Center
    Penn Presbyterian Medical Center is a major teaching hospital in Philadelphia affiliated with the University of Pennsylvania’s health system, known for advanced specialty care and medical research.
  • 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_69d87f22c7248190a54c949738441e2e completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e24611926c81909b276ca3f406f15d completed April 17, 2026, 2:39 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0017c48e5c8190a387a4158362417a completed May 10, 2026, 5:29 a.m.
NEDg Description generation batch_6a0018be4b8c8190b68001465b9af949 completed May 10, 2026, 5:33 a.m.
NED2 Entity disambiguation (via description) batch_6a00198af20c819087cfa7d01b3afdec completed May 10, 2026, 5:37 a.m.
Created at: April 10, 2026, 5:05 a.m.