Triple

T1421301
Position Surface form Disambiguated ID Type / Status
Subject Fort Campbell, Kentucky E30229 entity
Predicate garrison P75 FINISHED
Object Blanchfield Army Community Hospital
Blanchfield Army Community Hospital is a U.S. Army medical facility that provides comprehensive healthcare services to soldiers, families, and retirees associated with Fort Campbell, Kentucky.
 E163866 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: Blanchfield Army Community Hospital | Statement: [Fort Campbell, Kentucky, garrison, Blanchfield Army Community Hospital]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Blanchfield Army Community Hospital
Context triple: [Fort Campbell, Kentucky, garrison, Blanchfield Army Community Hospital]
  • A. DeWitt Army Community Hospital
    DeWitt Army Community Hospital is a U.S. Army medical treatment facility located at Fort Belvoir in Virginia, providing healthcare services to military personnel, their families, and eligible beneficiaries.
  • B. Ray W. Bliss Army Health Center
    Ray W. Bliss Army Health Center is a U.S. Army medical treatment facility that provides healthcare services to soldiers, their families, and other eligible beneficiaries at Fort Huachuca, Arizona.
  • C. Madigan Army Medical Center
    Madigan Army Medical Center is a major U.S. Army medical treatment facility and teaching hospital located in Washington state, providing comprehensive healthcare services to military personnel, retirees, and their families.
  • D. Western General Hospital
    Western General Hospital is a major acute teaching hospital in Edinburgh, Scotland, providing a wide range of specialist and general medical services.
  • E. Bernard A. Mitchell Hospital
    Bernard A. Mitchell Hospital is a major adult inpatient care facility and teaching hospital that serves as a core component of the University of Chicago’s academic 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: Blanchfield Army Community Hospital
Triple: [Fort Campbell, Kentucky, garrison, Blanchfield Army Community Hospital]
Generated description
Blanchfield Army Community Hospital is a U.S. Army medical facility that provides comprehensive healthcare services to soldiers, families, and retirees associated with Fort Campbell, Kentucky.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Blanchfield Army Community Hospital
Target entity description: Blanchfield Army Community Hospital is a U.S. Army medical facility that provides comprehensive healthcare services to soldiers, families, and retirees associated with Fort Campbell, Kentucky.
  • A. DeWitt Army Community Hospital
    DeWitt Army Community Hospital is a U.S. Army medical treatment facility located at Fort Belvoir in Virginia, providing healthcare services to military personnel, their families, and eligible beneficiaries.
  • B. Ray W. Bliss Army Health Center
    Ray W. Bliss Army Health Center is a U.S. Army medical treatment facility that provides healthcare services to soldiers, their families, and other eligible beneficiaries at Fort Huachuca, Arizona.
  • C. Madigan Army Medical Center
    Madigan Army Medical Center is a major U.S. Army medical treatment facility and teaching hospital located in Washington state, providing comprehensive healthcare services to military personnel, retirees, and their families.
  • D. Western General Hospital
    Western General Hospital is a major acute teaching hospital in Edinburgh, Scotland, providing a wide range of specialist and general medical services.
  • E. Bernard A. Mitchell Hospital
    Bernard A. Mitchell Hospital is a major adult inpatient care facility and teaching hospital that serves as a core component of the University of Chicago’s academic 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_69a498fb823c8190a67ce4c4837e641a completed March 1, 2026, 7:52 p.m.
NER Named-entity recognition batch_69a4c42210948190a8fb5e3f9ee3213b completed March 1, 2026, 10:56 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad015f5ad08190aaa0d1063432af2b completed March 8, 2026, 4:55 a.m.
NEDg Description generation batch_69ad01f8028881909af95e9f61a17e88 completed March 8, 2026, 4:58 a.m.
NED2 Entity disambiguation (via description) batch_69ad02c618c48190abf3e16d9f85e703 completed March 8, 2026, 5:01 a.m.
Created at: March 1, 2026, 8 p.m.