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.