Triple

T240454
Position Surface form Disambiguated ID Type / Status
Subject Hygienic Laboratory E4918 entity
Predicate employerOf P7 FINISHED
Object U.S. Public Health Service Commissioned Corps officers
U.S. Public Health Service Commissioned Corps officers are uniformed health professionals who serve in federal public health roles to protect, promote, and advance the health and safety of the United States.
E31381 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: U.S. Public Health Service Commissioned Corps officers | Statement: [Hygienic Laboratory, employerOf, U.S. Public Health Service Commissioned Corps officers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S. Public Health Service Commissioned Corps officers
Context triple: [Hygienic Laboratory, employerOf, U.S. Public Health Service Commissioned Corps officers]
  • A. U.S. Army officers
    U.S. Army officers are commissioned leaders in the United States Army responsible for planning, directing, and managing military operations, personnel, and resources.
  • B. NOAA Commissioned Officer Corps
    The NOAA Commissioned Officer Corps is one of the eight U.S. uniformed services, composed of officers who operate ships, aircraft, and other platforms to support oceanic and atmospheric research, environmental monitoring, and related scientific missions.
  • C. Canadian Army Medical Corps
    The Canadian Army Medical Corps was the military medical service of the Canadian Army, responsible for providing healthcare, treatment, and evacuation for soldiers during wartime and peace.
  • D. Navy SEALs
    The Navy SEALs are an elite U.S. Navy special operations force renowned for conducting high-risk maritime, counterterrorism, and unconventional warfare missions worldwide.
  • E. Joint Chiefs of Staff
    The Joint Chiefs of Staff is the senior military advisory body of the U.S. Department of Defense, composed of the highest-ranking officers from each service branch who advise the President and other national leaders on military matters.
  • 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: U.S. Public Health Service Commissioned Corps officers
Triple: [Hygienic Laboratory, employerOf, U.S. Public Health Service Commissioned Corps officers]
Generated description
U.S. Public Health Service Commissioned Corps officers are uniformed health professionals who serve in federal public health roles to protect, promote, and advance the health and safety of the United States.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: U.S. Public Health Service Commissioned Corps officers
Target entity description: U.S. Public Health Service Commissioned Corps officers are uniformed health professionals who serve in federal public health roles to protect, promote, and advance the health and safety of the United States.
  • A. U.S. Army officers
    U.S. Army officers are commissioned leaders in the United States Army responsible for planning, directing, and managing military operations, personnel, and resources.
  • B. NOAA Commissioned Officer Corps
    The NOAA Commissioned Officer Corps is one of the eight U.S. uniformed services, composed of officers who operate ships, aircraft, and other platforms to support oceanic and atmospheric research, environmental monitoring, and related scientific missions.
  • C. Canadian Army Medical Corps
    The Canadian Army Medical Corps was the military medical service of the Canadian Army, responsible for providing healthcare, treatment, and evacuation for soldiers during wartime and peace.
  • D. Navy SEALs
    The Navy SEALs are an elite U.S. Navy special operations force renowned for conducting high-risk maritime, counterterrorism, and unconventional warfare missions worldwide.
  • E. Joint Chiefs of Staff
    The Joint Chiefs of Staff is the senior military advisory body of the U.S. Department of Defense, composed of the highest-ranking officers from each service branch who advise the President and other national leaders on military matters.
  • 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_69a257c3d0708190b0871c4269d273e6 completed Feb. 28, 2026, 2:49 a.m.
NER Named-entity recognition batch_69a25cece92481908b8125badc7c2b1e completed Feb. 28, 2026, 3:11 a.m.
NED1 Entity disambiguation (via context triple) batch_69a36960563881908ef098239cd87291 completed Feb. 28, 2026, 10:17 p.m.
NEDg Description generation batch_69a369d2b56c8190a6381b2da3e42e18 completed Feb. 28, 2026, 10:18 p.m.
NED2 Entity disambiguation (via description) batch_69a36a9f31408190b8f0e8273ff3a298 completed Feb. 28, 2026, 10:22 p.m.
Created at: Feb. 28, 2026, 2:53 a.m.