Triple
T19156545
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Beni Territory |
E468940
|
entity |
| Predicate | hasArmedGroupActivity |
P113370
|
FINISHED |
| Object | Allied Democratic Forces |
—
|
NE NERFINISHED |
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: Allied Democratic Forces | Statement: [Beni Territory, hasArmedGroupActivity, Allied Democratic Forces]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Allied Democratic Forces Context triple: [Beni Territory, hasArmedGroupActivity, Allied Democratic Forces]
-
A.
Allied Democratic Forces
chosen
The Allied Democratic Forces is an Islamist rebel and terrorist group originating in Uganda that operates mainly in the eastern Democratic Republic of the Congo and is known for brutal attacks on civilians.
-
B.
Alliance of Democratic Forces for the Liberation of Congo-Zaire
The Alliance of Democratic Forces for the Liberation of Congo-Zaire was a Rwandan- and Ugandan-backed rebel coalition led by Laurent-Désiré Kabila that overthrew Mobutu Sese Seko and seized power in Zaire (now the Democratic Republic of the Congo) in 1997.
-
C.
Azanian People’s Liberation Army
The Azanian People’s Liberation Army was the military wing of a South African Black nationalist movement that waged an armed struggle against apartheid.
-
D.
Rahanweyn Resistance Army
The Rahanweyn Resistance Army was a Somali militia and political faction formed to defend the interests and territories of the Rahanweyn (Digil-Mirifle) clan during the protracted conflict in Somalia.
-
E.
Sudan People’s Liberation Army
The Sudan People’s Liberation Army is a South Sudanese rebel movement-turned-national army that led the armed struggle against the Sudanese government and later became the core of South Sudan’s military forces.
- 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: hasArmedGroupActivity Context triple: [Beni Territory, hasArmedGroupActivity, Allied Democratic Forces]
-
A.
hasActivityIn
Indicates that an entity engages in or performs a particular activity within a specified context, location, or domain.
-
B.
hasInsurgentGroupActivity
chosen
Indicates that insurgent groups are actively operating or conducting activities in relation to the referenced entity or context.
-
C.
hasKeyActivity
Indicates that an entity is associated with or performs a primary or central activity.
-
D.
hasProtectedAreaActivity
Indicates that an entity engages in or is associated with a specific activity occurring within a protected area.
-
E.
hasMissionActivity
Indicates that an entity is associated with, performs, or is involved in a specific mission-related activity.
- F. None of above.
Provenance (3 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_69d8dd084ff48190ac0f8c46ee722629 |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5eeb9cf9081908b17073755e83554 |
completed | April 20, 2026, 9:15 a.m. |
| PD | Predicate disambiguation | batch_69e4b9b475d88190a8c15e8eb01dbfef |
completed | April 19, 2026, 11:17 a.m. |
Created at: April 10, 2026, 12:06 p.m.