Triple

T1421298
Position Surface form Disambiguated ID Type / Status
Subject Fort Campbell, Kentucky E30229 entity
Predicate garrison P75 FINISHED
Object 531st Hospital Center
The 531st Hospital Center is a U.S. Army medical unit that provides command and control for deployed hospital and medical support elements, based out of Fort Campbell, Kentucky.
E163863 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: 531st Hospital Center | Statement: [Fort Campbell, Kentucky, garrison, 531st Hospital Center]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: 531st Hospital Center
Context triple: [Fort Campbell, Kentucky, garrison, 531st Hospital Center]
  • 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. Imperial Household Agency Hospital
    Imperial Household Agency Hospital is a medical facility in Tokyo that serves Japan’s Imperial Family and is located within the grounds of the Imperial Palace.
  • C. Central China Area Army
    The Central China Area Army was a major field army of the Imperial Japanese Army responsible for conducting and overseeing military operations in central China during the Second Sino-Japanese War and World War II.
  • D. 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.
  • E. Unit 731
    Unit 731 was a covert Imperial Japanese military research facility in World War II notorious for conducting lethal human experimentation and developing biological weapons.
  • 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: 531st Hospital Center
Triple: [Fort Campbell, Kentucky, garrison, 531st Hospital Center]
Generated description
The 531st Hospital Center is a U.S. Army medical unit that provides command and control for deployed hospital and medical support elements, based out of Fort Campbell, Kentucky.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: 531st Hospital Center
Target entity description: The 531st Hospital Center is a U.S. Army medical unit that provides command and control for deployed hospital and medical support elements, based out of 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. Imperial Household Agency Hospital
    Imperial Household Agency Hospital is a medical facility in Tokyo that serves Japan’s Imperial Family and is located within the grounds of the Imperial Palace.
  • C. Central China Area Army
    The Central China Area Army was a major field army of the Imperial Japanese Army responsible for conducting and overseeing military operations in central China during the Second Sino-Japanese War and World War II.
  • D. 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.
  • E. Unit 731
    Unit 731 was a covert Imperial Japanese military research facility in World War II notorious for conducting lethal human experimentation and developing biological weapons.
  • 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.