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.