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.