Triple

T3574678
Position Surface form Disambiguated ID Type / Status
Subject Commander, U.S. Fifth Fleet E75657 entity
Predicate oversees P46 FINISHED
Object Amphibious Ready Groups deployed to the Fifth Fleet area
Amphibious Ready Groups deployed to the Fifth Fleet area are U.S. Navy–Marine Corps expeditionary forces embarked on amphibious ships, positioned in the Middle East to provide rapid crisis response, maritime security, and power projection.
E368892 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: Amphibious Ready Groups deployed to the Fifth Fleet area | Statement: [Commander, U.S. Fifth Fleet, oversees, Amphibious Ready Groups deployed to the Fifth Fleet area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Amphibious Ready Groups deployed to the Fifth Fleet area
Context triple: [Commander, U.S. Fifth Fleet, oversees, Amphibious Ready Groups deployed to the Fifth Fleet area]
  • A. Expeditionary Strike Groups
    Expeditionary Strike Groups are U.S. Navy naval formations that combine amphibious assault ships, surface combatants, submarines, and embarked Marine forces to conduct rapid, flexible expeditionary operations from the sea.
  • B. 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.
  • C. United States Third Fleet
    The United States Third Fleet is a major operational fleet of the U.S. Navy responsible for naval forces in the eastern and northern Pacific Ocean.
  • D. Fifth Fleet
    The Fifth Fleet was a major operational formation of the Imperial Japanese Navy that participated in several key naval campaigns during World War II.
  • E. U.S. Fifth Fleet
    The U.S. Fifth Fleet is a numbered fleet of the United States Navy responsible for naval forces and operations primarily in the Middle East region, including the Persian Gulf, Red Sea, Arabian Sea, and parts of the Indian Ocean.
  • 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: Amphibious Ready Groups deployed to the Fifth Fleet area
Triple: [Commander, U.S. Fifth Fleet, oversees, Amphibious Ready Groups deployed to the Fifth Fleet area]
Generated description
Amphibious Ready Groups deployed to the Fifth Fleet area are U.S. Navy–Marine Corps expeditionary forces embarked on amphibious ships, positioned in the Middle East to provide rapid crisis response, maritime security, and power projection.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Amphibious Ready Groups deployed to the Fifth Fleet area
Target entity description: Amphibious Ready Groups deployed to the Fifth Fleet area are U.S. Navy–Marine Corps expeditionary forces embarked on amphibious ships, positioned in the Middle East to provide rapid crisis response, maritime security, and power projection.
  • A. Expeditionary Strike Groups
    Expeditionary Strike Groups are U.S. Navy naval formations that combine amphibious assault ships, surface combatants, submarines, and embarked Marine forces to conduct rapid, flexible expeditionary operations from the sea.
  • B. 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.
  • C. United States Third Fleet
    The United States Third Fleet is a major operational fleet of the U.S. Navy responsible for naval forces in the eastern and northern Pacific Ocean.
  • D. Fifth Fleet
    The Fifth Fleet was a major operational formation of the Imperial Japanese Navy that participated in several key naval campaigns during World War II.
  • E. U.S. Fifth Fleet
    The U.S. Fifth Fleet is a numbered fleet of the United States Navy responsible for naval forces and operations primarily in the Middle East region, including the Persian Gulf, Red Sea, Arabian Sea, and parts of the Indian Ocean.
  • 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_69ad85d5e3008190bdfe0bacdd1f5a1b completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc0d928f08190830347b3b032178a completed March 8, 2026, 6:32 p.m.
NED1 Entity disambiguation (via context triple) batch_69b3bbc077048190917260402e2ccf66 completed March 13, 2026, 7:24 a.m.
NEDg Description generation batch_69b3bc556d2881908867daf93b509d74 completed March 13, 2026, 7:27 a.m.
NED2 Entity disambiguation (via description) batch_69b3f5b6e66c81908700d5f3df0a864d completed March 13, 2026, 11:32 a.m.
Created at: March 8, 2026, 3:21 p.m.