Triple

T368593
Position Surface form Disambiguated ID Type / Status
Subject U-boats E8217 entity
Predicate targetType P9903 FINISHED
Object Allied merchant shipping
Allied merchant shipping refers to the civilian cargo and transport vessels of the Allied powers in both World Wars that carried vital supplies and were heavily attacked, especially by German U-boats, in efforts to disrupt their logistics and war effort.
E46562 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: Allied merchant shipping | Statement: [U-boats, targetType, Allied merchant shipping]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Allied merchant shipping
Context triple: [U-boats, targetType, Allied merchant shipping]
  • A. United States merchant marine
    The United States merchant marine is the civilian fleet of U.S.-registered commercial ships and their crews that transport goods and services in peacetime and serve as a naval auxiliary in times of war or national emergency.
  • B. British merchant navy
    The British merchant navy is the United Kingdom’s civilian commercial shipping fleet, responsible for transporting goods and passengers worldwide under the British flag.
  • C. Allied Naval Forces
    Allied Naval Forces was the multinational naval command responsible for coordinating and conducting Allied maritime operations in the South West Pacific during World War II.
  • D. United States Maritime Commission
    The United States Maritime Commission was a federal agency created in the 1930s to develop, regulate, and expand the American merchant marine and oversee the construction and operation of commercial and auxiliary ships.
  • E. NATO naval forces
    NATO naval forces are the combined maritime military assets of the alliance’s member states, operating jointly to ensure collective defense, security, and stability across key sea regions.
  • 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: Allied merchant shipping
Triple: [U-boats, targetType, Allied merchant shipping]
Generated description
Allied merchant shipping refers to the civilian cargo and transport vessels of the Allied powers in both World Wars that carried vital supplies and were heavily attacked, especially by German U-boats, in efforts to disrupt their logistics and war effort.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Allied merchant shipping
Target entity description: Allied merchant shipping refers to the civilian cargo and transport vessels of the Allied powers in both World Wars that carried vital supplies and were heavily attacked, especially by German U-boats, in efforts to disrupt their logistics and war effort.
  • A. United States merchant marine
    The United States merchant marine is the civilian fleet of U.S.-registered commercial ships and their crews that transport goods and services in peacetime and serve as a naval auxiliary in times of war or national emergency.
  • B. British merchant navy
    The British merchant navy is the United Kingdom’s civilian commercial shipping fleet, responsible for transporting goods and passengers worldwide under the British flag.
  • C. Allied Naval Forces
    Allied Naval Forces was the multinational naval command responsible for coordinating and conducting Allied maritime operations in the South West Pacific during World War II.
  • D. United States Maritime Commission
    The United States Maritime Commission was a federal agency created in the 1930s to develop, regulate, and expand the American merchant marine and oversee the construction and operation of commercial and auxiliary ships.
  • E. NATO naval forces
    NATO naval forces are the combined maritime military assets of the alliance’s member states, operating jointly to ensure collective defense, security, and stability across key sea regions.
  • 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_69a2e7f2ec648190b42bc7db424f8109 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2ee29ede0819095279af95b53e350 completed Feb. 28, 2026, 1:31 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3ecaaf780819081db5cfbe8af0894 completed March 1, 2026, 7:37 a.m.
NEDg Description generation batch_69a3ed33f1c88190b3db7d5626b80981 completed March 1, 2026, 7:39 a.m.
NED2 Entity disambiguation (via description) batch_69a3ed8557e48190893e58e37e2b85d3 completed March 1, 2026, 7:40 a.m.
Created at: Feb. 28, 2026, 1:08 p.m.