Triple
T4751974
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | NATO agencies and bodies |
E105496
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object |
NATO Support and Procurement Agency
The NATO Support and Procurement Agency is NATO’s primary logistics and procurement body, responsible for acquiring, managing, and supporting equipment and services for member states’ armed forces.
|
E467382
|
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 Support and Procurement Agency | Statement: [NATO agencies and bodies, hasMember, NATO Support and Procurement Agency]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: NATO Support and Procurement Agency Context triple: [NATO agencies and bodies, hasMember, NATO Support and Procurement Agency]
-
A.
NATO International Staff
The NATO International Staff is the civilian body at NATO Headquarters that supports the North Atlantic Council and other decision-making committees by providing policy advice, coordination, and administrative support to the Alliance.
-
B.
NATO International Military Staff
The NATO International Military Staff is the body of military experts and officers that supports the North Atlantic Council and NATO’s Military Committee by providing strategic military advice, planning, and coordination for the Alliance.
-
C.
NATO Communications and Information Systems Group
The NATO Communications and Information Systems Group is a NATO military support organization responsible for providing, operating, and defending the alliance’s critical communications and information systems infrastructure.
-
D.
NATO Special Operations Headquarters
NATO Special Operations Headquarters is a multinational NATO command responsible for coordinating, developing, and enhancing special operations forces capabilities and interoperability among Allied nations.
-
E.
NATO Special Operations Air Advisory Group
The NATO Special Operations Air Advisory Group is a specialized unit within NATO that provides expertise, training, and advisory support for air operations in support of special operations forces.
- 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 Support and Procurement Agency Triple: [NATO agencies and bodies, hasMember, NATO Support and Procurement Agency]
Generated description
The NATO Support and Procurement Agency is NATO’s primary logistics and procurement body, responsible for acquiring, managing, and supporting equipment and services for member states’ armed forces.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: NATO Support and Procurement Agency Target entity description: The NATO Support and Procurement Agency is NATO’s primary logistics and procurement body, responsible for acquiring, managing, and supporting equipment and services for member states’ armed forces.
-
A.
NATO International Staff
The NATO International Staff is the civilian body at NATO Headquarters that supports the North Atlantic Council and other decision-making committees by providing policy advice, coordination, and administrative support to the Alliance.
-
B.
NATO International Military Staff
The NATO International Military Staff is the body of military experts and officers that supports the North Atlantic Council and NATO’s Military Committee by providing strategic military advice, planning, and coordination for the Alliance.
-
C.
NATO Communications and Information Systems Group
The NATO Communications and Information Systems Group is a NATO military support organization responsible for providing, operating, and defending the alliance’s critical communications and information systems infrastructure.
-
D.
NATO Special Operations Headquarters
NATO Special Operations Headquarters is a multinational NATO command responsible for coordinating, developing, and enhancing special operations forces capabilities and interoperability among Allied nations.
-
E.
NATO Special Operations Air Advisory Group
The NATO Special Operations Air Advisory Group is a specialized unit within NATO that provides expertise, training, and advisory support for air operations in support of special operations forces.
- F. None of above. chosen
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_69bd43f07fa48190954317d01600994a |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd64e5fba88190b1f28d1b0eed3f8e |
completed | March 20, 2026, 3:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be3a5ddf088190892d31275adb39ba |
completed | March 21, 2026, 6:27 a.m. |
| NEDg | Description generation | batch_69be3d05e8a081908cdcb37620078fa6 |
completed | March 21, 2026, 6:39 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be3daa7e0081908971df65613c9df6 |
completed | March 21, 2026, 6:41 a.m. |
Created at: March 20, 2026, 1:20 p.m.