Triple
T8867121
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | 720th Special Tactics Group |
E211045
|
entity |
| Predicate | subordinateUnit |
P258
|
FINISHED |
| Object |
21st Special Tactics Squadron
The 21st Special Tactics Squadron is a U.S. Air Force special operations unit that provides combat controllers, pararescuemen, and other specialized personnel for missions involving air-ground integration, personnel recovery, and special reconnaissance.
|
E770851
|
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: 21st Special Tactics Squadron | Statement: [720th Special Tactics Group, subordinateUnit, 21st Special Tactics Squadron]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: 21st Special Tactics Squadron Context triple: [720th Special Tactics Group, subordinateUnit, 21st Special Tactics Squadron]
-
A.
24th Special Tactics Squadron
The 24th Special Tactics Squadron is an elite, highly classified U.S. Air Force special operations unit that provides combat controllers, pararescuemen, and other special tactics airmen in support of top-tier special mission units.
-
B.
724th Special Tactics Group
The 724th Special Tactics Group is a U.S. Air Force special operations unit that organizes, trains, and deploys elite special tactics airmen for global special operations missions.
-
C.
720th Special Tactics Group
The 720th Special Tactics Group is a U.S. Air Force special operations unit that organizes, trains, and equips combat controllers, pararescuemen, and other special tactics airmen for global special operations missions.
-
D.
73rd Special Operations Squadron
The 73rd Special Operations Squadron is a United States Air Force unit that conducts specialized and often clandestine air operations in support of special operations forces.
-
E.
1st Special Operations Squadron
The 1st Special Operations Squadron is a U.S. Air Force special operations unit known for conducting specialized air missions, including infiltration, exfiltration, and resupply of special operations forces, primarily in the Indo-Pacific region.
- 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: 21st Special Tactics Squadron Triple: [720th Special Tactics Group, subordinateUnit, 21st Special Tactics Squadron]
Generated description
The 21st Special Tactics Squadron is a U.S. Air Force special operations unit that provides combat controllers, pararescuemen, and other specialized personnel for missions involving air-ground integration, personnel recovery, and special reconnaissance.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: 21st Special Tactics Squadron Target entity description: The 21st Special Tactics Squadron is a U.S. Air Force special operations unit that provides combat controllers, pararescuemen, and other specialized personnel for missions involving air-ground integration, personnel recovery, and special reconnaissance.
-
A.
24th Special Tactics Squadron
The 24th Special Tactics Squadron is an elite, highly classified U.S. Air Force special operations unit that provides combat controllers, pararescuemen, and other special tactics airmen in support of top-tier special mission units.
-
B.
724th Special Tactics Group
The 724th Special Tactics Group is a U.S. Air Force special operations unit that organizes, trains, and deploys elite special tactics airmen for global special operations missions.
-
C.
720th Special Tactics Group
The 720th Special Tactics Group is a U.S. Air Force special operations unit that organizes, trains, and equips combat controllers, pararescuemen, and other special tactics airmen for global special operations missions.
-
D.
73rd Special Operations Squadron
The 73rd Special Operations Squadron is a United States Air Force unit that conducts specialized and often clandestine air operations in support of special operations forces.
-
E.
1st Special Operations Squadron
The 1st Special Operations Squadron is a U.S. Air Force special operations unit known for conducting specialized air missions, including infiltration, exfiltration, and resupply of special operations forces, primarily in the Indo-Pacific region.
- 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_69ca838d3c7c8190a849566d5afd2b11 |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cc6108530c819084559f4de669ce20 |
completed | April 1, 2026, 12:04 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfd082bbe88190a207d39f9295735e |
completed | April 3, 2026, 2:36 p.m. |
| NEDg | Description generation | batch_69cfd1e8a5f8819092fe8a91d4d53697 |
completed | April 3, 2026, 2:42 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cfd242590881909ca351c1040c76ef |
completed | April 3, 2026, 2:44 p.m. |
Created at: March 30, 2026, 6:51 p.m.