Triple
T4124157
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Morón Air Base |
E92683
|
entity |
| Predicate | hostsUnit |
P3556
|
FINISHED |
| Object |
USMC Special Purpose Marine Air-Ground Task Force – Crisis Response – Africa
USMC Special Purpose Marine Air-Ground Task Force – Crisis Response – Africa is a forward-deployed, rapidly deployable Marine Corps unit designed to provide crisis response, security, and contingency support across the African theater.
|
E416373
|
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: USMC Special Purpose Marine Air-Ground Task Force – Crisis Response – Africa | Statement: [Morón Air Base, hostsUnit, USMC Special Purpose Marine Air-Ground Task Force – Crisis Response – Africa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: USMC Special Purpose Marine Air-Ground Task Force – Crisis Response – Africa Context triple: [Morón Air Base, hostsUnit, USMC Special Purpose Marine Air-Ground Task Force – Crisis Response – Africa]
-
A.
Special Operations Command Africa
Special Operations Command Africa is the U.S. military headquarters responsible for planning and conducting special operations missions across the African continent.
-
B.
Rapid Deployment Joint Task Force
The Rapid Deployment Joint Task Force was a U.S. military organization created in the late 1970s to provide a quickly deployable, multi-service force for crises in the Middle East and Southwest Asia.
-
C.
United States Marine Corps Forces Africa
United States Marine Corps Forces Africa is the Marine Corps service component responsible for providing and coordinating Marine air-ground task forces in support of U.S. military operations and security cooperation across the African continent.
-
D.
Marine Air-Ground Task Forces
Marine Air-Ground Task Forces are the U.S. Marine Corps’ principal, scalable combined-arms forces that integrate air, ground, and logistics elements under a single command for expeditionary operations.
-
E.
MARSOC Raiders
MARSOC Raiders are elite United States Marine Corps special operations forces specializing in direct action, special reconnaissance, and counterterrorism missions worldwide.
- 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: USMC Special Purpose Marine Air-Ground Task Force – Crisis Response – Africa Triple: [Morón Air Base, hostsUnit, USMC Special Purpose Marine Air-Ground Task Force – Crisis Response – Africa]
Generated description
USMC Special Purpose Marine Air-Ground Task Force – Crisis Response – Africa is a forward-deployed, rapidly deployable Marine Corps unit designed to provide crisis response, security, and contingency support across the African theater.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: USMC Special Purpose Marine Air-Ground Task Force – Crisis Response – Africa Target entity description: USMC Special Purpose Marine Air-Ground Task Force – Crisis Response – Africa is a forward-deployed, rapidly deployable Marine Corps unit designed to provide crisis response, security, and contingency support across the African theater.
-
A.
Special Operations Command Africa
Special Operations Command Africa is the U.S. military headquarters responsible for planning and conducting special operations missions across the African continent.
-
B.
Rapid Deployment Joint Task Force
The Rapid Deployment Joint Task Force was a U.S. military organization created in the late 1970s to provide a quickly deployable, multi-service force for crises in the Middle East and Southwest Asia.
-
C.
United States Marine Corps Forces Africa
United States Marine Corps Forces Africa is the Marine Corps service component responsible for providing and coordinating Marine air-ground task forces in support of U.S. military operations and security cooperation across the African continent.
-
D.
Marine Air-Ground Task Forces
Marine Air-Ground Task Forces are the U.S. Marine Corps’ principal, scalable combined-arms forces that integrate air, ground, and logistics elements under a single command for expeditionary operations.
-
E.
MARSOC Raiders
MARSOC Raiders are elite United States Marine Corps special operations forces specializing in direct action, special reconnaissance, and counterterrorism missions worldwide.
- 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_69aed9685f70819086932777aec8d959 |
completed | March 9, 2026, 2:30 p.m. |
| NER | Named-entity recognition | batch_69af0208903c8190a7f451a455d3e253 |
completed | March 9, 2026, 5:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b576b405548190affdd8bb108995b1 |
completed | March 14, 2026, 2:54 p.m. |
| NEDg | Description generation | batch_69b577653214819093396a8601e52245 |
completed | March 14, 2026, 2:57 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b57b90cb308190ba102f999795829c |
completed | March 14, 2026, 3:15 p.m. |
Created at: March 9, 2026, 3:41 p.m.