Triple
T13009515
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Maritime Prepositioning Force |
E322372
|
entity |
| Predicate | component |
P35
|
FINISHED |
| Object |
maritime prepositioning squadrons (MPSRONs)
Maritime prepositioning squadrons (MPSRONs) are U.S. Navy-controlled groups of cargo ships strategically positioned around the world to rapidly deliver preloaded equipment and supplies in support of Marine Corps and joint operations.
|
E322372
|
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: maritime prepositioning squadrons (MPSRONs) | Statement: [Maritime Prepositioning Force, component, maritime prepositioning squadrons (MPSRONs)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: maritime prepositioning squadrons (MPSRONs) Context triple: [Maritime Prepositioning Force, component, maritime prepositioning squadrons (MPSRONs)]
-
A.
Maritime Prepositioning Force
The Maritime Prepositioning Force is a U.S. military logistics program that strategically positions ships loaded with equipment and supplies around the world to enable rapid deployment of Marine Corps and joint forces.
-
B.
Amphibious ready groups
Amphibious ready groups are U.S. Navy task forces centered on amphibious assault ships that transport, deploy, and support Marine expeditionary units for rapid crisis response and combat operations.
-
C.
Marine Expeditionary Unit (MEU)
A Marine Expeditionary Unit (MEU) is a forward-deployed, rapid-response U.S. Marine Corps task force typically built around a reinforced infantry battalion, aviation squadron, and logistics element for amphibious and crisis-response operations.
-
D.
Marine expeditionary force
A Marine expeditionary force is a large, self-sustaining U.S. Marine Corps air-ground task force capable of conducting and supporting amphibious and expeditionary operations across a full spectrum of military missions.
-
E.
Marine Operations Force
The Marine Operations Force is the maritime law enforcement and policing branch of the Royal Malaysia Police responsible for security and order in Malaysian waters and coastal areas.
- 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: maritime prepositioning squadrons (MPSRONs) Triple: [Maritime Prepositioning Force, component, maritime prepositioning squadrons (MPSRONs)]
Generated description
Maritime prepositioning squadrons (MPSRONs) are U.S. Navy-controlled groups of cargo ships strategically positioned around the world to rapidly deliver preloaded equipment and supplies in support of Marine Corps and joint operations.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: maritime prepositioning squadrons (MPSRONs) Target entity description: Maritime prepositioning squadrons (MPSRONs) are U.S. Navy-controlled groups of cargo ships strategically positioned around the world to rapidly deliver preloaded equipment and supplies in support of Marine Corps and joint operations.
-
A.
Maritime Prepositioning Force
chosen
The Maritime Prepositioning Force is a U.S. military logistics program that strategically positions ships loaded with equipment and supplies around the world to enable rapid deployment of Marine Corps and joint forces.
-
B.
Amphibious ready groups
Amphibious ready groups are U.S. Navy task forces centered on amphibious assault ships that transport, deploy, and support Marine expeditionary units for rapid crisis response and combat operations.
-
C.
Marine Expeditionary Unit (MEU)
A Marine Expeditionary Unit (MEU) is a forward-deployed, rapid-response U.S. Marine Corps task force typically built around a reinforced infantry battalion, aviation squadron, and logistics element for amphibious and crisis-response operations.
-
D.
Marine expeditionary force
A Marine expeditionary force is a large, self-sustaining U.S. Marine Corps air-ground task force capable of conducting and supporting amphibious and expeditionary operations across a full spectrum of military missions.
-
E.
Marine Operations Force
The Marine Operations Force is the maritime law enforcement and policing branch of the Royal Malaysia Police responsible for security and order in Malaysian waters and coastal areas.
- 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_69d807657e8c8190bd9435ee2f823845 |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69d97e9cf0108190b02f498c6ccc91f8 |
completed | April 10, 2026, 10:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6c10bb13481909650432d5c1f5872 |
completed | May 3, 2026, 3:29 a.m. |
| NEDg | Description generation | batch_69f6c381072c819080a9e92add50c780 |
completed | May 3, 2026, 3:39 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6c43f62c0819092c2f5090bf7fd51 |
completed | May 3, 2026, 3:42 a.m. |
Created at: April 9, 2026, 8:48 p.m.