Triple
T16055671
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Front for the Liberation of the Enclave of Cabinda |
E389472
|
entity |
| Predicate | targets |
P860
|
FINISHED |
| Object |
Angolan security forces
Angolan security forces are the state’s military and law-enforcement apparatus responsible for maintaining internal security, public order, and territorial defense in Angola.
|
E337748
|
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: Angolan security forces | Statement: [Front for the Liberation of the Enclave of Cabinda, targets, Angolan security forces]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Angolan security forces Context triple: [Front for the Liberation of the Enclave of Cabinda, targets, Angolan security forces]
-
A.
Angolan Armed Forces
The Angolan Armed Forces are the unified military organization of Angola, responsible for the country's defense and security on land, at sea, and in the air.
-
B.
Angolan Army
The Angolan Army is the land warfare branch of Angola’s military, responsible for ground operations and national defense.
-
C.
Armed Forces for the Liberation of Angola
The Armed Forces for the Liberation of Angola were the military wing of the UNITA movement, fighting primarily against the MPLA-led government during the Angolan Civil War.
-
D.
national police of Angola
The national police of Angola is the country’s primary law enforcement agency responsible for maintaining public order, preventing and investigating crime, and ensuring internal security across Angolan territory.
-
E.
Angolan Air Force
The Angolan Air Force is the aerial warfare branch of Angola’s armed forces, responsible for defending the country’s airspace and providing air support to ground operations.
- 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: Angolan security forces Triple: [Front for the Liberation of the Enclave of Cabinda, targets, Angolan security forces]
Generated description
Angolan security forces are the state’s military and law-enforcement apparatus responsible for maintaining internal security, public order, and territorial defense in Angola.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Angolan security forces Target entity description: Angolan security forces are the state’s military and law-enforcement apparatus responsible for maintaining internal security, public order, and territorial defense in Angola.
-
A.
Angolan Armed Forces
chosen
The Angolan Armed Forces are the unified military organization of Angola, responsible for the country's defense and security on land, at sea, and in the air.
-
B.
Angolan Army
The Angolan Army is the land warfare branch of Angola’s military, responsible for ground operations and national defense.
-
C.
Armed Forces for the Liberation of Angola
The Armed Forces for the Liberation of Angola were the military wing of the UNITA movement, fighting primarily against the MPLA-led government during the Angolan Civil War.
-
D.
national police of Angola
The national police of Angola is the country’s primary law enforcement agency responsible for maintaining public order, preventing and investigating crime, and ensuring internal security across Angolan territory.
-
E.
Angolan Air Force
The Angolan Air Force is the aerial warfare branch of Angola’s armed forces, responsible for defending the country’s airspace and providing air support to ground operations.
- F. None of above.
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_69d86dae698881908327ef2d67706cb9 |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e183744eac8190946c12d58496bf61 |
completed | April 17, 2026, 12:48 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffdbe49bd0819088e25de082184133 |
completed | May 10, 2026, 1:14 a.m. |
| NEDg | Description generation | batch_69ffde320f748190b7abf6ad4cc81ed9 |
completed | May 10, 2026, 1:24 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ffdec2dd18819092882485ae2baabe |
completed | May 10, 2026, 1:26 a.m. |
Created at: April 10, 2026, 4:56 a.m.