Triple
T3791902
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | NATO Special Operations Headquarters |
E89669
|
entity |
| Predicate | hasComponent |
P35
|
FINISHED |
| Object |
NATO Special Operations School
The NATO Special Operations School is a training institution that provides education and professional development for special operations forces personnel from NATO member and partner nations.
|
E89669
|
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 Special Operations School | Statement: [NATO Special Operations Headquarters, hasComponent, NATO Special Operations School]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: NATO Special Operations School Context triple: [NATO Special Operations Headquarters, hasComponent, NATO Special Operations School]
-
A.
Joint Special Operations University
Joint Special Operations University is a U.S. military institution that provides professional education and training focused on special operations and irregular warfare for members of the armed forces and partner organizations.
-
B.
U.S. Army John F. Kennedy Special Warfare Center and School
The U.S. Army John F. Kennedy Special Warfare Center and School is the Army’s premier institution for training and educating Special Forces, Civil Affairs, and Psychological Operations soldiers in special operations skills and doctrine.
-
C.
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.
-
D.
Expeditionary Warfare School
Expeditionary Warfare School is a professional military education institution that prepares Marine officers for command and staff roles in expeditionary and amphibious operations.
-
E.
U.S. Army Signal School
The U.S. Army Signal School is the primary training institution responsible for educating and developing soldiers and leaders in military communications, information systems, and cyber-related signal operations for the U.S. Army.
- 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 Special Operations School Triple: [NATO Special Operations Headquarters, hasComponent, NATO Special Operations School]
Generated description
The NATO Special Operations School is a training institution that provides education and professional development for special operations forces personnel from NATO member and partner nations.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: NATO Special Operations School Target entity description: The NATO Special Operations School is a training institution that provides education and professional development for special operations forces personnel from NATO member and partner nations.
-
A.
Joint Special Operations University
Joint Special Operations University is a U.S. military institution that provides professional education and training focused on special operations and irregular warfare for members of the armed forces and partner organizations.
-
B.
U.S. Army John F. Kennedy Special Warfare Center and School
The U.S. Army John F. Kennedy Special Warfare Center and School is the Army’s premier institution for training and educating Special Forces, Civil Affairs, and Psychological Operations soldiers in special operations skills and doctrine.
-
C.
NATO Special Operations Headquarters
chosen
NATO Special Operations Headquarters is a multinational NATO command responsible for coordinating, developing, and enhancing special operations forces capabilities and interoperability among Allied nations.
-
D.
Expeditionary Warfare School
Expeditionary Warfare School is a professional military education institution that prepares Marine officers for command and staff roles in expeditionary and amphibious operations.
-
E.
U.S. Army Signal School
The U.S. Army Signal School is the primary training institution responsible for educating and developing soldiers and leaders in military communications, information systems, and cyber-related signal operations for the U.S. Army.
- 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_69aed9597d6881909b6ee3b9de859223 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aee769d68081908dcdd3d232dbb61c |
completed | March 9, 2026, 3:29 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4f055e3988190a1b3633e390c0d6f |
completed | March 14, 2026, 5:21 a.m. |
| NEDg | Description generation | batch_69b4f2094c988190a812194ef5598cdf |
completed | March 14, 2026, 5:28 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4f26aee948190b95c94801f0959ec |
completed | March 14, 2026, 5:30 a.m. |
Created at: March 9, 2026, 3:15 p.m.