Triple

T4488288
Position Surface form Disambiguated ID Type / Status
Subject Henry W. Grady E107302 entity
Predicate hasMemorial P501 FINISHED
Object Grady Memorial Hospital in Atlanta
Grady Memorial Hospital in Atlanta is one of the largest public teaching hospitals and Level I trauma centers in the United States, serving as a major safety-net provider for the Atlanta metropolitan area.
E446598 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: Grady Memorial Hospital in Atlanta | Statement: [Henry W. Grady, hasMemorial, Grady Memorial Hospital in Atlanta]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Grady Memorial Hospital in Atlanta
Context triple: [Henry W. Grady, hasMemorial, Grady Memorial Hospital in Atlanta]
  • A. Emory Johns Creek Hospital
    Emory Johns Creek Hospital is a community-based acute care hospital in Johns Creek, Georgia, known for providing a range of specialized medical services as part of the Emory Healthcare system.
  • B. Emory University Hospital
    Emory University Hospital is a major academic medical center in Atlanta, Georgia, known for advanced specialty care, research, and teaching.
  • C. Northeast Georgia Medical Center
    Northeast Georgia Medical Center is a major regional hospital system and flagship medical facility serving Gainesville and the surrounding Northeast Georgia area with comprehensive healthcare services.
  • D. Emory Healthcare
    Emory Healthcare is a major academic health system based in Atlanta, Georgia, known for its comprehensive clinical services, research, and teaching hospitals.
  • E. Piedmont Newnan Hospital
    Piedmont Newnan Hospital is a community healthcare facility serving Newnan, Georgia and the surrounding Coweta County area as part of the Piedmont Healthcare system.
  • 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: Grady Memorial Hospital in Atlanta
Triple: [Henry W. Grady, hasMemorial, Grady Memorial Hospital in Atlanta]
Generated description
Grady Memorial Hospital in Atlanta is one of the largest public teaching hospitals and Level I trauma centers in the United States, serving as a major safety-net provider for the Atlanta metropolitan area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Grady Memorial Hospital in Atlanta
Target entity description: Grady Memorial Hospital in Atlanta is one of the largest public teaching hospitals and Level I trauma centers in the United States, serving as a major safety-net provider for the Atlanta metropolitan area.
  • A. Emory Johns Creek Hospital
    Emory Johns Creek Hospital is a community-based acute care hospital in Johns Creek, Georgia, known for providing a range of specialized medical services as part of the Emory Healthcare system.
  • B. Emory University Hospital
    Emory University Hospital is a major academic medical center in Atlanta, Georgia, known for advanced specialty care, research, and teaching.
  • C. Northeast Georgia Medical Center
    Northeast Georgia Medical Center is a major regional hospital system and flagship medical facility serving Gainesville and the surrounding Northeast Georgia area with comprehensive healthcare services.
  • D. Emory Healthcare
    Emory Healthcare is a major academic health system based in Atlanta, Georgia, known for its comprehensive clinical services, research, and teaching hospitals.
  • E. Piedmont Newnan Hospital
    Piedmont Newnan Hospital is a community healthcare facility serving Newnan, Georgia and the surrounding Coweta County area as part of the Piedmont Healthcare system.
  • 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_69bd43f84f788190a1383579c4a595be completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd52ad36748190b791de458f2116b2 completed March 20, 2026, 1:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69bd67a31d0c819089954c8af4b1bdd6 completed March 20, 2026, 3:28 p.m.
NEDg Description generation batch_69bd69faac508190863892c9bbdb20b3 completed March 20, 2026, 3:38 p.m.
NED2 Entity disambiguation (via description) batch_69bd6a64c64881909acf1171be426fe4 completed March 20, 2026, 3:40 p.m.
Created at: March 20, 2026, 12:59 p.m.