Triple

T16155997
Position Surface form Disambiguated ID Type / Status
Subject Flowood, Mississippi E392042 entity
Predicate hasHospital P105 FINISHED
Object River Oaks Hospital
River Oaks Hospital is a healthcare facility located in Flowood, Mississippi, providing medical and surgical services to the surrounding community.
 E1198057 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: River Oaks Hospital | Statement: [Flowood, Mississippi, hasHospital, River Oaks Hospital]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: River Oaks Hospital
Context triple: [Flowood, Mississippi, hasHospital, River Oaks Hospital]
  • A. Williamson Memorial Hospital
    Williamson Memorial Hospital is a community healthcare facility serving residents of Williamson and the surrounding region in southern West Virginia.
  • 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. Arcadia Oaks Hospital
    Arcadia Oaks Hospital is a key medical facility in the fictional town of Arcadia Oaks, serving as an important setting in the "Tales of Arcadia" animated series.
  • D. Houston Medical Center
    Houston Medical Center is a regional hospital and healthcare facility serving the community of Warner Robins, Georgia and the surrounding area.
  • E. 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.
  • 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: River Oaks Hospital
Triple: [Flowood, Mississippi, hasHospital, River Oaks Hospital]
Generated description
River Oaks Hospital is a healthcare facility located in Flowood, Mississippi, providing medical and surgical services to the surrounding community.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: River Oaks Hospital
Target entity description: River Oaks Hospital is a healthcare facility located in Flowood, Mississippi, providing medical and surgical services to the surrounding community.
  • A. Williamson Memorial Hospital
    Williamson Memorial Hospital is a community healthcare facility serving residents of Williamson and the surrounding region in southern West Virginia.
  • 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. Arcadia Oaks Hospital
    Arcadia Oaks Hospital is a key medical facility in the fictional town of Arcadia Oaks, serving as an important setting in the "Tales of Arcadia" animated series.
  • D. Houston Medical Center
    Houston Medical Center is a regional hospital and healthcare facility serving the community of Warner Robins, Georgia and the surrounding area.
  • E. 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.
  • 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_69d87f1c65e48190aa2b4c472e9bafc4 completed April 10, 2026, 4:39 a.m.
NER Named-entity recognition batch_69e21e5aa57c8190a9d89dd57e30318f completed April 17, 2026, 11:49 a.m.
NED1 Entity disambiguation (via context triple) batch_69fff7ae46dc81908cba9152a6080c3a completed May 10, 2026, 3:12 a.m.
NEDg Description generation batch_69fff86a556c819096bc008e1ca76e8c completed May 10, 2026, 3:15 a.m.
NED2 Entity disambiguation (via description) batch_69fff926120081909f1042bf3a16ea10 completed May 10, 2026, 3:19 a.m.
Created at: April 10, 2026, 5:01 a.m.