Triple
T18064607
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | People's Army of Albania |
E432263
|
entity |
| Predicate | mainAdversaryInDoctrine |
P68850
|
FINISHED |
| Object | NATO |
—
|
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: NATO | Statement: [People's Army of Albania, mainAdversaryInDoctrine, NATO]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: NATO Context triple: [People's Army of Albania, mainAdversaryInDoctrine, NATO]
-
A.
NATO
chosen
NATO is a political and military alliance of North American and European countries formed for collective defense and security cooperation.
-
B.
Nato
Nato is a Georgian feminine given name, often used as a diminutive of Natalia.
-
C.
Ofentse Nato
Ofentse Nato is a Botswanan professional footballer known primarily as a defensive midfielder who has represented the Botswana national team and played club football in both Africa and India.
-
D.
North Atlantic Treaty
The North Atlantic Treaty is the 1949 founding agreement that created the NATO military alliance, establishing collective defense commitments among Western nations during the early Cold War.
-
E.
North Atlantic Council
The North Atlantic Council is NATO’s principal political decision-making body, where representatives of member states meet to discuss and coordinate alliance policies and actions.
- 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: mainAdversaryInDoctrine Context triple: [People's Army of Albania, mainAdversaryInDoctrine, NATO]
-
A.
primaryAdversaryContext
Indicates the main opposing force or conflict-driving element that defines the central adversarial situation within a given context.
-
B.
hasMainAdversary
chosen
Indicates that an entity’s primary or most significant opponent, rival, or enemy is another specified entity.
-
C.
primaryAdversaryImplied
Indicates that an entity is understood or suggested, rather than explicitly stated, to be the main opponent or chief adversary of another entity.
-
D.
primaryAdversaryDirection
Indicates the direction from an entity toward its main or most significant adversary.
-
E.
primaryAdversaryPlanning
Indicates that an entity is the main opposing force actively formulating or directing plans against another entity.
- 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_69d8b9070cac81909fa9473fb1c3f1c7 |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e4cce74a0c81908375e3100c7578b8 |
completed | April 19, 2026, 12:39 p.m. |
| PD | Predicate disambiguation | batch_69e3f90c652481908133a73106d78919 |
completed | April 18, 2026, 9:35 p.m. |
Created at: April 10, 2026, 10:26 a.m.