Triple

T18386236
Position Surface form Disambiguated ID Type / Status
Subject Grady Memorial Hospital E446598 entity
Predicate operatedBy P86 FINISHED
Object Grady Health System
Grady Health System is a major public healthcare network based in Atlanta, Georgia, known for operating one of the largest safety-net hospitals in the United States and providing comprehensive medical services to underserved communities.
 E1320974 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 Health System | Statement: [Grady Memorial Hospital, operatedBy, Grady Health System]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Grady Health System
Context triple: [Grady Memorial Hospital, operatedBy, Grady Health System]
  • A. Grady Memorial Hospital
    Grady Memorial Hospital is a community healthcare facility serving the medical needs of residents in and around Chickasha, Oklahoma.
  • B. Butler Health System
    Butler Health System is a regional healthcare provider based in Butler, Pennsylvania, offering hospital and outpatient medical services to the surrounding communities.
  • C. Freeman Health System
    Freeman Health System is a regional healthcare network and major hospital provider serving Joplin, Missouri and the surrounding communities.
  • D. Mitchell County Regional Health Center
    Mitchell County Regional Health Center is a community hospital and healthcare provider serving residents of Osage and the surrounding Mitchell County area in Iowa.
  • E. Tift Regional Medical Center
    Tift Regional Medical Center is a major hospital and healthcare facility serving Tift County and the surrounding region in south-central Georgia.
  • 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 Health System
Triple: [Grady Memorial Hospital, operatedBy, Grady Health System]
Generated description
Grady Health System is a major public healthcare network based in Atlanta, Georgia, known for operating one of the largest safety-net hospitals in the United States and providing comprehensive medical services to underserved communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Grady Health System
Target entity description: Grady Health System is a major public healthcare network based in Atlanta, Georgia, known for operating one of the largest safety-net hospitals in the United States and providing comprehensive medical services to underserved communities.
  • A. Grady Memorial Hospital
    Grady Memorial Hospital is a community healthcare facility serving the medical needs of residents in and around Chickasha, Oklahoma.
  • B. Butler Health System
    Butler Health System is a regional healthcare provider based in Butler, Pennsylvania, offering hospital and outpatient medical services to the surrounding communities.
  • C. Freeman Health System
    Freeman Health System is a regional healthcare network and major hospital provider serving Joplin, Missouri and the surrounding communities.
  • D. Mitchell County Regional Health Center
    Mitchell County Regional Health Center is a community hospital and healthcare provider serving residents of Osage and the surrounding Mitchell County area in Iowa.
  • E. Tift Regional Medical Center
    Tift Regional Medical Center is a major hospital and healthcare facility serving Tift County and the surrounding region in south-central Georgia.
  • 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_69d8b9f370b88190b1e5081c2c238e7f completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e517a00c608190a8f0010c7b53df90 completed April 19, 2026, 5:57 p.m.
NED1 Entity disambiguation (via context triple) batch_6a03d784b3008190b84905ed433d846d completed May 13, 2026, 1:44 a.m.
NEDg Description generation batch_6a03d8512d4c8190b113f7ed1f8a044c completed May 13, 2026, 1:48 a.m.
NED2 Entity disambiguation (via description) batch_6a03d8d863cc819098b46d5d26db05cd completed May 13, 2026, 1:50 a.m.
Created at: April 10, 2026, 10:46 a.m.