Triple
T8234364
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | AJP-3.22 Allied Joint Doctrine for Countering Unmanned Aircraft Systems |
E192366
|
entity |
| Predicate | usedBy |
P260
|
FINISHED |
| Object | NATO joint task forces |
E720690
|
NE FINISHED |
How this triple was built (2 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 task forces | Statement: [AJP-3.22 Allied Joint Doctrine for Countering Unmanned Aircraft Systems, usedBy, NATO joint task forces]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: NATO joint task forces Context triple: [AJP-3.22 Allied Joint Doctrine for Countering Unmanned Aircraft Systems, usedBy, NATO joint task forces]
-
A.
Multinational Joint Task Force
The Multinational Joint Task Force is a regional military coalition formed by several Lake Chad Basin countries to coordinate and conduct joint operations against the Boko Haram extremist group and related insurgent threats.
-
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.
NATO Response Force
The NATO Response Force is a highly ready, multinational military force capable of rapid deployment to respond to crises and threats against NATO members.
-
D.
NATO joint force staffs
chosen
NATO joint force staffs are multinational military headquarters elements responsible for planning, coordinating, and directing joint operations on behalf of the North Atlantic Treaty Organization.
-
E.
Civilian Joint Task Force
The Civilian Joint Task Force is a pro-government vigilante militia in northeastern Nigeria composed mainly of local civilians who assist security forces in combating the Boko Haram insurgency.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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_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_69cd94e168688190aa0a7149a4f8c4b0 |
completed | April 1, 2026, 9:57 p.m. |
Created at: March 30, 2026, 5:46 p.m.