Triple
T227657
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | 160th Special Operations Aviation Regiment |
E4345
|
entity |
| Predicate | operatesAircraftType |
P1523
|
FINISHED |
| Object |
MH-60 Black Hawk
The MH-60 Black Hawk is a special operations variant of the UH-60 helicopter, optimized for low-level, night, and covert missions with advanced avionics and mission equipment.
|
E32993
|
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: MH-60 Black Hawk | Statement: [160th Special Operations Aviation Regiment, operatesAircraftType, MH-60 Black Hawk]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: MH-60 Black Hawk Context triple: [160th Special Operations Aviation Regiment, operatesAircraftType, MH-60 Black Hawk]
-
A.
CH-147F Chinook
The CH-147F Chinook is a Canadian variant of the Boeing CH-47 heavy-lift transport helicopter, optimized for tactical troop and cargo missions in demanding environments.
-
B.
AV-8B Harrier II
The AV-8B Harrier II is a second-generation, carrier-capable ground-attack aircraft known for its vertical/short takeoff and landing (V/STOL) capability, used primarily by the U.S. Marine Corps and allied forces.
-
C.
MH-47 Chinook
The MH-47 Chinook is a heavily modified special operations variant of the CH-47 helicopter, optimized for long-range, low-level, and nighttime missions with advanced avionics, aerial refueling capability, and enhanced survivability systems.
-
D.
Boeing AH-64 Apache
The Boeing AH-64 Apache is a twin-engine, tandem-seat attack helicopter renowned for its advanced targeting systems, heavy armament, and extensive use by the U.S. Army and allied forces.
-
E.
CH-148 Cyclone
The CH-148 Cyclone is a Canadian maritime helicopter designed primarily for anti-submarine warfare, search and rescue, and shipborne operations.
- 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: MH-60 Black Hawk Triple: [160th Special Operations Aviation Regiment, operatesAircraftType, MH-60 Black Hawk]
Generated description
The MH-60 Black Hawk is a special operations variant of the UH-60 helicopter, optimized for low-level, night, and covert missions with advanced avionics and mission equipment.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: MH-60 Black Hawk Target entity description: The MH-60 Black Hawk is a special operations variant of the UH-60 helicopter, optimized for low-level, night, and covert missions with advanced avionics and mission equipment.
-
A.
CH-147F Chinook
The CH-147F Chinook is a Canadian variant of the Boeing CH-47 heavy-lift transport helicopter, optimized for tactical troop and cargo missions in demanding environments.
-
B.
AV-8B Harrier II
The AV-8B Harrier II is a second-generation, carrier-capable ground-attack aircraft known for its vertical/short takeoff and landing (V/STOL) capability, used primarily by the U.S. Marine Corps and allied forces.
-
C.
MH-47 Chinook
The MH-47 Chinook is a heavily modified special operations variant of the CH-47 helicopter, optimized for long-range, low-level, and nighttime missions with advanced avionics, aerial refueling capability, and enhanced survivability systems.
-
D.
Boeing AH-64 Apache
The Boeing AH-64 Apache is a twin-engine, tandem-seat attack helicopter renowned for its advanced targeting systems, heavy armament, and extensive use by the U.S. Army and allied forces.
-
E.
CH-148 Cyclone
The CH-148 Cyclone is a Canadian maritime helicopter designed primarily for anti-submarine warfare, search and rescue, and shipborne operations.
- 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_69a257363ffc81909757bde7ab3404da |
completed | Feb. 28, 2026, 2:47 a.m. |
| NER | Named-entity recognition | batch_69a260c42060819089eb772202e504f5 |
completed | Feb. 28, 2026, 3:28 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a3765a652081909164489d1e3e39f6 |
completed | Feb. 28, 2026, 11:12 p.m. |
| NEDg | Description generation | batch_69a37819afcc81909621442ca98a9baa |
completed | Feb. 28, 2026, 11:19 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a378b9dc54819096a1d0899e8d8b92 |
completed | Feb. 28, 2026, 11:22 p.m. |
Created at: Feb. 28, 2026, 2:53 a.m.