Triple

T20804890
Position Surface form Disambiguated ID Type / Status
Subject Air Force Medical Service E512129 entity
Predicate alsoKnownAs P39 FINISHED
Object AFMS
AFMS is the medical service branch of the United States Air Force responsible for providing healthcare, medical readiness, and support to Air Force personnel and their families.
 E1451799 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: AFMS | Statement: [Air Force Medical Service, alsoKnownAs, AFMS]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: AFMS
Context triple: [Air Force Medical Service, alsoKnownAs, AFMS]
  • A. AFMC
    AFMC is a major command of the United States Air Force responsible for research, development, testing, acquisition, and sustainment of air and space systems.
  • B. FMSA
    FMSA is the abbreviated name of the Financial Market Stabilisation Agency, a governmental body responsible for supporting and stabilizing financial markets, particularly during periods of crisis.
  • C. AFMIC
    AFMIC is the former name of the U.S. Defense Intelligence Agency’s National Center for Medical Intelligence, which produces medical intelligence to support military and national security decision-making.
  • D. AFISMA
    AFISMA is a regional African Union military mission established to help stabilize Mali during its 2012–2013 crisis by supporting government forces against insurgent groups.
  • E. AFS
    AFS is an abbreviation commonly used for the Auxiliary Fire Service, a volunteer civil defense firefighting organization that supported regular fire brigades, particularly during wartime.
  • 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: AFMS
Triple: [Air Force Medical Service, alsoKnownAs, AFMS]
Generated description
AFMS is the medical service branch of the United States Air Force responsible for providing healthcare, medical readiness, and support to Air Force personnel and their families.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: AFMS
Target entity description: AFMS is the medical service branch of the United States Air Force responsible for providing healthcare, medical readiness, and support to Air Force personnel and their families.
  • A. AFMC
    AFMC is a major command of the United States Air Force responsible for research, development, testing, acquisition, and sustainment of air and space systems.
  • B. FMSA
    FMSA is the abbreviated name of the Financial Market Stabilisation Agency, a governmental body responsible for supporting and stabilizing financial markets, particularly during periods of crisis.
  • C. AFMIC
    AFMIC is the former name of the U.S. Defense Intelligence Agency’s National Center for Medical Intelligence, which produces medical intelligence to support military and national security decision-making.
  • D. AFISMA
    AFISMA is a regional African Union military mission established to help stabilize Mali during its 2012–2013 crisis by supporting government forces against insurgent groups.
  • E. AFS
    AFS is an abbreviation commonly used for the Auxiliary Fire Service, a volunteer civil defense firefighting organization that supported regular fire brigades, particularly during wartime.
  • 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_69e0b4cc69f481908e98751e697b9df4 completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6c2ce6420819091792ffaa3c46c53 completed April 21, 2026, 12:20 a.m.
NED1 Entity disambiguation (via context triple) batch_6a08f8c7221c81908cac8475577b5d5b completed May 16, 2026, 11:07 p.m.
NEDg Description generation batch_6a08fd4bda1c8190addc1204672686f8 completed May 16, 2026, 11:27 p.m.
NED2 Entity disambiguation (via description) batch_6a08fe0b586c8190a85bc0c39dd2072c completed May 16, 2026, 11:30 p.m.
Created at: April 16, 2026, 12:40 p.m.