Triple

T13975482
Position Surface form Disambiguated ID Type / Status
Subject Chickasha, Oklahoma E336176 entity
Predicate hasHospital P105 FINISHED
Object Grady Memorial Hospital
Grady Memorial Hospital is a community healthcare facility serving the medical needs of residents in and around Chickasha, Oklahoma.
 E1072698 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 | Statement: [Chickasha, Oklahoma, hasHospital, Grady Memorial Hospital]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Grady Memorial Hospital
Context triple: [Chickasha, Oklahoma, hasHospital, Grady Memorial Hospital]
  • A. 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.
  • B. J.W. Ruby Memorial Hospital
    J.W. Ruby Memorial Hospital is a major academic medical center and teaching hospital affiliated with West Virginia University, serving as a primary tertiary care facility for the region.
  • C. Phoebe Putney Memorial Hospital
    Phoebe Putney Memorial Hospital is a major regional medical center and teaching hospital serving Albany, Georgia and the surrounding Southwest Georgia area.
  • D. Harrison Medical Center
    Harrison Medical Center was a regional hospital in Bremerton, Washington, that served as a primary healthcare provider for the Kitsap Peninsula before being renamed St. Michael Medical Center.
  • E. Blount Memorial Hospital
    Blount Memorial Hospital is a regional healthcare facility serving Maryville and the surrounding communities in Blount County, Tennessee.
  • 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
Triple: [Chickasha, Oklahoma, hasHospital, Grady Memorial Hospital]
Generated description
Grady Memorial Hospital is a community healthcare facility serving the medical needs of residents in and around Chickasha, Oklahoma.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Grady Memorial Hospital
Target entity description: Grady Memorial Hospital is a community healthcare facility serving the medical needs of residents in and around Chickasha, Oklahoma.
  • A. 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.
  • B. J.W. Ruby Memorial Hospital
    J.W. Ruby Memorial Hospital is a major academic medical center and teaching hospital affiliated with West Virginia University, serving as a primary tertiary care facility for the region.
  • C. Phoebe Putney Memorial Hospital
    Phoebe Putney Memorial Hospital is a major regional medical center and teaching hospital serving Albany, Georgia and the surrounding Southwest Georgia area.
  • D. Harrison Medical Center
    Harrison Medical Center was a regional hospital in Bremerton, Washington, that served as a primary healthcare provider for the Kitsap Peninsula before being renamed St. Michael Medical Center.
  • E. Blount Memorial Hospital
    Blount Memorial Hospital is a regional healthcare facility serving Maryville and the surrounding communities in Blount County, Tennessee.
  • 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_69d81c639e808190a0e4b4f3d31c6a59 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de2e90dc148190b38e339aac0de484 completed April 14, 2026, 12:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69fba1e1eb108190b3c0739b94556172 completed May 6, 2026, 8:17 p.m.
NEDg Description generation batch_69fba5bff3b88190b5fcf3834e419b72 completed May 6, 2026, 8:34 p.m.
NED2 Entity disambiguation (via description) batch_69fba9af1e0c81908d4013410e76535a completed May 6, 2026, 8:50 p.m.
Created at: April 9, 2026, 10:18 p.m.