Triple
T8234191
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | AJP-3.14 Allied Joint Doctrine for Force Protection |
E192363
|
entity |
| Predicate | appliesTo |
P1129
|
FINISHED |
| Object |
NATO joint operations
NATO joint operations are coordinated multinational military activities conducted by allied member states under unified command structures to achieve shared strategic and operational objectives.
|
E80256
|
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: NATO joint operations | Statement: [AJP-3.14 Allied Joint Doctrine for Force Protection, appliesTo, NATO joint operations]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: NATO joint operations Context triple: [AJP-3.14 Allied Joint Doctrine for Force Protection, appliesTo, NATO joint operations]
-
A.
NATO missions
NATO missions are multinational military and peace-support operations conducted under the authority of the North Atlantic Treaty Organization to ensure collective defense, crisis management, and cooperative security among member states.
-
B.
European Union military operations
European Union military operations are joint defense and crisis-management missions conducted by EU member states under the Common Security and Defence Policy to promote peace, security, and stability in Europe and beyond.
-
C.
NATO military commands
NATO military commands are the integrated multinational command structures responsible for planning and conducting the North Atlantic Treaty Organization’s collective defense and security operations.
-
D.
Strategic Commands of NATO
The Strategic Commands of NATO are the alliance’s highest-level military headquarters responsible for directing overall strategic planning, operations, and force development across the transatlantic area.
-
E.
NATO naval exercises
NATO naval exercises are large-scale maritime training operations conducted by member states to enhance naval readiness, interoperability, and collective defense capabilities.
- 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: NATO joint operations Triple: [AJP-3.14 Allied Joint Doctrine for Force Protection, appliesTo, NATO joint operations]
Generated description
NATO joint operations are coordinated multinational military activities conducted by allied member states under unified command structures to achieve shared strategic and operational objectives.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: NATO joint operations Target entity description: NATO joint operations are coordinated multinational military activities conducted by allied member states under unified command structures to achieve shared strategic and operational objectives.
-
A.
NATO missions
chosen
NATO missions are multinational military and peace-support operations conducted under the authority of the North Atlantic Treaty Organization to ensure collective defense, crisis management, and cooperative security among member states.
-
B.
European Union military operations
European Union military operations are joint defense and crisis-management missions conducted by EU member states under the Common Security and Defence Policy to promote peace, security, and stability in Europe and beyond.
-
C.
NATO military commands
NATO military commands are the integrated multinational command structures responsible for planning and conducting the North Atlantic Treaty Organization’s collective defense and security operations.
-
D.
Strategic Commands of NATO
The Strategic Commands of NATO are the alliance’s highest-level military headquarters responsible for directing overall strategic planning, operations, and force development across the transatlantic area.
-
E.
NATO naval exercises
NATO naval exercises are large-scale maritime training operations conducted by member states to enhance naval readiness, interoperability, and collective defense capabilities.
- 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_69ca82db5b90819085d1ad7c2e27bfcc |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cb782792a48190a34b0abfcc92064b |
completed | March 31, 2026, 7:30 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cdc6a9c4cc81909d3b25b76e90babf |
completed | April 2, 2026, 1:30 a.m. |
| NEDg | Description generation | batch_69cdcb8cbd3c8190b467ecbcf55231e9 |
completed | April 2, 2026, 1:51 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cdccff097c819099a33612504468e1 |
completed | April 2, 2026, 1:57 a.m. |
Created at: March 30, 2026, 5:46 p.m.