Triple

T8298018
Position Surface form Disambiguated ID Type / Status
Subject Clarke County, Georgia E194269 entity
Predicate hasInstitution P186 FINISHED
Object St. Mary’s Hospital (Athens, Georgia)
St. Mary’s Hospital (Athens, Georgia) is a regional healthcare facility providing medical and surgical services to residents of Athens and the surrounding Clarke County area.
 E724450 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: St. Mary’s Hospital (Athens, Georgia) | Statement: [Clarke County, Georgia, hasInstitution, St. Mary’s Hospital (Athens, Georgia)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: St. Mary’s Hospital (Athens, Georgia)
Context triple: [Clarke County, Georgia, hasInstitution, St. Mary’s Hospital (Athens, Georgia)]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. Emory Long-Term Acute Care Hospital
    Emory Long-Term Acute Care Hospital is a specialized Emory Healthcare facility that provides extended, hospital-level care for patients with complex, serious medical conditions requiring long recovery periods.
  • 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: St. Mary’s Hospital (Athens, Georgia)
Triple: [Clarke County, Georgia, hasInstitution, St. Mary’s Hospital (Athens, Georgia)]
Generated description
St. Mary’s Hospital (Athens, Georgia) is a regional healthcare facility providing medical and surgical services to residents of Athens and the surrounding Clarke County area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: St. Mary’s Hospital (Athens, Georgia)
Target entity description: St. Mary’s Hospital (Athens, Georgia) is a regional healthcare facility providing medical and surgical services to residents of Athens and the surrounding Clarke County area.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. Emory Long-Term Acute Care Hospital
    Emory Long-Term Acute Care Hospital is a specialized Emory Healthcare facility that provides extended, hospital-level care for patients with complex, serious medical conditions requiring long recovery periods.
  • 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_69ca82e50ebc81909aa7b260c76bd757 completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb7dfa040c8190ab801b3910e39142 completed March 31, 2026, 7:55 a.m.
NED1 Entity disambiguation (via context triple) batch_69cd68b6ad30819090d34d8e79cee634 completed April 1, 2026, 6:49 p.m.
NEDg Description generation batch_69cd6d574ba88190a2538897d201d8c4 completed April 1, 2026, 7:09 p.m.
NED2 Entity disambiguation (via description) batch_69cd7e536724819095ad006bc0f013a4 completed April 1, 2026, 8:21 p.m.
Created at: March 30, 2026, 5:53 p.m.