Triple

T14160911
Position Surface form Disambiguated ID Type / Status
Subject U.S. Army Garrison Stuttgart E350941 entity
Predicate hosts P186 FINISHED
Object Marine Forces Europe and Africa
Marine Forces Europe and Africa is the U.S. Marine Corps component command responsible for overseeing Marine operations, training, and security cooperation across the European and African theaters.
E1084182 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: Marine Forces Europe and Africa | Statement: [U.S. Army Garrison Stuttgart, hosts, Marine Forces Europe and Africa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Marine Forces Europe and Africa
Context triple: [U.S. Army Garrison Stuttgart, hosts, Marine Forces Europe and Africa]
  • A. U.S. Naval Forces Europe
    U.S. Naval Forces Europe is the U.S. Navy component command responsible for naval operations and maritime security across the European and adjacent waters under U.S. European Command.
  • B. NATO Maritime Command
    NATO Maritime Command is the principal maritime warfare headquarters of NATO, responsible for the planning, coordination, and execution of the Alliance’s naval operations.
  • C. European Union Naval Forces
    The European Union Naval Forces (EU NAVFOR) is a multinational maritime security and military operation under the EU’s Common Security and Defence Policy, primarily tasked with protecting shipping, deterring piracy, and supporting stability in key sea lanes.
  • D. NATO mine countermeasures forces
    NATO mine countermeasures forces are multinational naval units organized under the North Atlantic Treaty Organization to detect, clear, and neutralize naval mines and ensure safe maritime navigation for allied fleets.
  • E. Maritime Forces Atlantic
    Maritime Forces Atlantic is the Royal Canadian Navy’s principal Atlantic-based formation responsible for commanding and supporting naval operations in the North Atlantic and surrounding waters.
  • 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: Marine Forces Europe and Africa
Triple: [U.S. Army Garrison Stuttgart, hosts, Marine Forces Europe and Africa]
Generated description
Marine Forces Europe and Africa is the U.S. Marine Corps component command responsible for overseeing Marine operations, training, and security cooperation across the European and African theaters.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Marine Forces Europe and Africa
Target entity description: Marine Forces Europe and Africa is the U.S. Marine Corps component command responsible for overseeing Marine operations, training, and security cooperation across the European and African theaters.
  • A. U.S. Naval Forces Europe
    U.S. Naval Forces Europe is the U.S. Navy component command responsible for naval operations and maritime security across the European and adjacent waters under U.S. European Command.
  • B. NATO Maritime Command
    NATO Maritime Command is the principal maritime warfare headquarters of NATO, responsible for the planning, coordination, and execution of the Alliance’s naval operations.
  • C. European Union Naval Forces
    The European Union Naval Forces (EU NAVFOR) is a multinational maritime security and military operation under the EU’s Common Security and Defence Policy, primarily tasked with protecting shipping, deterring piracy, and supporting stability in key sea lanes.
  • D. NATO mine countermeasures forces
    NATO mine countermeasures forces are multinational naval units organized under the North Atlantic Treaty Organization to detect, clear, and neutralize naval mines and ensure safe maritime navigation for allied fleets.
  • E. Maritime Forces Atlantic
    Maritime Forces Atlantic is the Royal Canadian Navy’s principal Atlantic-based formation responsible for commanding and supporting naval operations in the North Atlantic and surrounding waters.
  • 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_69d8278775fc8190b0802d22ca2f495d completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de61393f308190bb357e2bd1916f94 completed April 14, 2026, 3:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69fcf7f166988190a96d01fb4bd1438e completed May 7, 2026, 8:37 p.m.
NEDg Description generation batch_69fd05f31d9c81908b12befa499fae08 completed May 7, 2026, 9:36 p.m.
NED2 Entity disambiguation (via description) batch_69fd068196fc8190b0c5620c754d2a5c completed May 7, 2026, 9:39 p.m.
Created at: April 10, 2026, 12:59 a.m.