Triple
T8234192
| 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 combined operations
NATO combined operations are multinational military missions conducted jointly by member states’ forces under integrated command structures to achieve shared strategic 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 combined operations | Statement: [AJP-3.14 Allied Joint Doctrine for Force Protection, appliesTo, NATO combined operations]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: NATO combined operations Context triple: [AJP-3.14 Allied Joint Doctrine for Force Protection, appliesTo, NATO combined 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.
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.
-
C.
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.
-
D.
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.
-
E.
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.
- 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 combined operations Triple: [AJP-3.14 Allied Joint Doctrine for Force Protection, appliesTo, NATO combined operations]
Generated description
NATO combined operations are multinational military missions conducted jointly by member states’ forces under integrated command structures to achieve shared strategic objectives.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: NATO combined operations Target entity description: NATO combined operations are multinational military missions conducted jointly by member states’ forces under integrated command structures to achieve shared strategic 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.
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.
-
C.
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.
-
D.
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.
-
E.
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.
- 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_69cde74c4e6c8190a426139f71689a3e |
completed | April 2, 2026, 3:49 a.m. |
| NEDg | Description generation | batch_69cdeb1fa7308190810b1fcc2184374a |
completed | April 2, 2026, 4:05 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cdec3081d88190ad0699f9072d3fc7 |
completed | April 2, 2026, 4:10 a.m. |
Created at: March 30, 2026, 5:46 p.m.