Triple

T9296030
Position Surface form Disambiguated ID Type / Status
Subject South African Military Health Service E223640 entity
Predicate abbreviation P43 FINISHED
Object SAMHS
SAMHS is the branch of the South African National Defence Force responsible for providing comprehensive medical and health support to military personnel.
E790326 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: SAMHS | Statement: [South African Military Health Service, abbreviation, SAMHS]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: SAMHS
Context triple: [South African Military Health Service, abbreviation, SAMHS]
  • A. DMHHS
    DMHHS is a New York City mayoral office that coordinates and oversees the city’s health and human services agencies and policies.
  • B. Substance Abuse and Mental Health Services Administration
    The Substance Abuse and Mental Health Services Administration (SAMHSA) is a U.S. federal agency within the Department of Health and Human Services that leads national efforts to improve behavioral health and reduce the impact of substance abuse and mental illness.
  • C. MHS
    MHS is the acronym for the U.S. Military Health System, the organization that provides healthcare services to active-duty service members, retirees, and their families.
  • D. HSAS
    HSAS is the acronym for the Homeland Security Advisory System, a former color-coded alert system used by the U.S. Department of Homeland Security to communicate terrorism threat levels to the public and government agencies.
  • E. HSAS
    HSAS was a short-lived early-1980s hard rock supergroup featuring Sammy Hagar, Neal Schon, Kenny Aaronson, and Michael Shrieve.
  • 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: SAMHS
Triple: [South African Military Health Service, abbreviation, SAMHS]
Generated description
SAMHS is the branch of the South African National Defence Force responsible for providing comprehensive medical and health support to military personnel.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: SAMHS
Target entity description: SAMHS is the branch of the South African National Defence Force responsible for providing comprehensive medical and health support to military personnel.
  • A. DMHHS
    DMHHS is a New York City mayoral office that coordinates and oversees the city’s health and human services agencies and policies.
  • B. Substance Abuse and Mental Health Services Administration
    The Substance Abuse and Mental Health Services Administration (SAMHSA) is a U.S. federal agency within the Department of Health and Human Services that leads national efforts to improve behavioral health and reduce the impact of substance abuse and mental illness.
  • C. MHS
    MHS is the acronym for the U.S. Military Health System, the organization that provides healthcare services to active-duty service members, retirees, and their families.
  • D. HSAS
    HSAS is the acronym for the Homeland Security Advisory System, a former color-coded alert system used by the U.S. Department of Homeland Security to communicate terrorism threat levels to the public and government agencies.
  • E. HSAS
    HSAS was a short-lived early-1980s hard rock supergroup featuring Sammy Hagar, Neal Schon, Kenny Aaronson, and Michael Shrieve.
  • 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_69ca8423edb08190bc0c91287a484768 completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cd089c9c588190967404c9eb938dfb completed April 1, 2026, 11:59 a.m.
NED1 Entity disambiguation (via context triple) batch_69d0b248f99c8190a617b1d676799c75 completed April 4, 2026, 6:40 a.m.
NEDg Description generation batch_69d0b3f4bb6c819082d3f801ad88304f completed April 4, 2026, 6:47 a.m.
NED2 Entity disambiguation (via description) batch_69d0b4b8131c8190b2aa8be56925b7bc completed April 4, 2026, 6:50 a.m.
Created at: March 30, 2026, 7:35 p.m.