Triple
T2487270
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Danny Archer |
E55954
|
entity |
| Predicate | formerAllegiance |
P1201
|
FINISHED |
| Object | South African Defence Force |
E42983
|
NE FINISHED |
How this triple was built (3 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: South African Defence Force | Statement: [Danny Archer, formerAllegiance, South African Defence Force]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: South African Defence Force Context triple: [Danny Archer, formerAllegiance, South African Defence Force]
-
A.
Armed Forces of South Africa
chosen
The Armed Forces of South Africa are the unified military forces of the Republic of South Africa, responsible for the country’s defense, peacekeeping operations, and regional security engagements.
-
B.
South African Army
The South African Army is the land warfare branch of South Africa’s military, known for its role in regional African conflicts and peacekeeping operations.
-
C.
South African Air Force
The South African Air Force is the air warfare branch of South Africa’s military, responsible for aerial defense, transport, and support operations.
-
D.
South African Military Health Service
The South African Military Health Service is the branch of South Africa’s armed forces responsible for providing medical support, healthcare, and related services to military personnel and their dependents.
-
E.
Zimbabwe Defence Forces
The Zimbabwe Defence Forces are the unified military organization of Zimbabwe, comprising the national army and air force responsible for the country’s defense and security.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: formerAllegiance Context triple: [Danny Archer, formerAllegiance, South African Defence Force]
-
A.
countryOfAllegiance
Indicates the country to which an entity owes loyalty, support, or official allegiance.
-
B.
firstHolderAllegiance
Indicates the allegiance or affiliation of the initial holder of something (e.g., a title, position, or object) at the time they first possessed it.
-
C.
allegiance
chosen
Indicates a relationship where one entity is loyal, committed, or obligated in support or service to another entity.
-
D.
formerGoverningCountry
Indicates that one country previously held governing or colonial authority over another country or territory.
-
E.
formerSovereign
Indicates that an entity once held sovereign (ruling) authority over another entity but no longer does.
- F. None of above.
Provenance (4 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_69ab49e670a88190b928e08302381710 |
completed | March 6, 2026, 9:40 p.m. |
| NER | Named-entity recognition | batch_69abd20b6d008190acec0eb172e218c9 |
completed | March 7, 2026, 7:21 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af17bca6f88190a63672fb3372f0be |
completed | March 9, 2026, 6:55 p.m. |
| PD | Predicate disambiguation | batch_69abd0b7cf088190bcff4dac6150044c |
completed | March 7, 2026, 7:16 a.m. |
Created at: March 6, 2026, 9:45 p.m.