Triple

T791169
Position Surface form Disambiguated ID Type / Status
Subject Fleet Air Arm E16916 entity
Predicate notableOperation P2336 FINISHED
Object Attack on Taranto
Attack on Taranto was a landmark World War II Royal Navy air raid in 1940 that demonstrated the effectiveness of carrier-based aircraft against battleships in harbor and influenced later operations such as the Japanese attack on Pearl Harbor.
E95654 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: Attack on Taranto | Statement: [Fleet Air Arm, notableOperation, Attack on Taranto]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Attack on Taranto
Context triple: [Fleet Air Arm, notableOperation, Attack on Taranto]
  • A. Battle of Cape Matapan
    The Battle of Cape Matapan was a major World War II naval engagement in March 1941 in which British and Allied forces decisively defeated the Italian fleet in the Mediterranean.
  • B. Mediterranean U-boat campaign
    The Mediterranean U-boat campaign was a World War II German submarine offensive aimed at disrupting Allied naval and supply routes across the Mediterranean Sea.
  • C. Indian Ocean raid
    The Indian Ocean raid was a major World War II naval operation in April 1942 in which Japan’s fleet struck British and Allied forces in the Indian Ocean, aiming to weaken their naval presence and disrupt supply lines.
  • D. Battle of Salerno
    The Battle of Salerno was a major World War II Allied amphibious landing and ensuing campaign in September 1943 that marked the beginning of the liberation of mainland Italy from German control.
  • E. Battle of the River Plate
    The Battle of the River Plate was a World War II naval engagement in December 1939 in which British cruisers confronted and ultimately forced the scuttling of the German pocket battleship Admiral Graf Spee off the coast of Uruguay.
  • 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: Attack on Taranto
Triple: [Fleet Air Arm, notableOperation, Attack on Taranto]
Generated description
Attack on Taranto was a landmark World War II Royal Navy air raid in 1940 that demonstrated the effectiveness of carrier-based aircraft against battleships in harbor and influenced later operations such as the Japanese attack on Pearl Harbor.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Attack on Taranto
Target entity description: Attack on Taranto was a landmark World War II Royal Navy air raid in 1940 that demonstrated the effectiveness of carrier-based aircraft against battleships in harbor and influenced later operations such as the Japanese attack on Pearl Harbor.
  • A. Battle of Cape Matapan
    The Battle of Cape Matapan was a major World War II naval engagement in March 1941 in which British and Allied forces decisively defeated the Italian fleet in the Mediterranean.
  • B. Mediterranean U-boat campaign
    The Mediterranean U-boat campaign was a World War II German submarine offensive aimed at disrupting Allied naval and supply routes across the Mediterranean Sea.
  • C. Indian Ocean raid
    The Indian Ocean raid was a major World War II naval operation in April 1942 in which Japan’s fleet struck British and Allied forces in the Indian Ocean, aiming to weaken their naval presence and disrupt supply lines.
  • D. Battle of Salerno
    The Battle of Salerno was a major World War II Allied amphibious landing and ensuing campaign in September 1943 that marked the beginning of the liberation of mainland Italy from German control.
  • E. Battle of the River Plate
    The Battle of the River Plate was a World War II naval engagement in December 1939 in which British cruisers confronted and ultimately forced the scuttling of the German pocket battleship Admiral Graf Spee off the coast of Uruguay.
  • 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_69a4936cb7448190914f5fe4b8d81607 completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4a79754988190ab494b1c54d6a2a4 completed March 1, 2026, 8:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69a689227bfc8190a4378f0093dca7ef completed March 3, 2026, 7:09 a.m.
NEDg Description generation batch_69a689c9974c819082082cd83fe46cbc completed March 3, 2026, 7:12 a.m.
NED2 Entity disambiguation (via description) batch_69a6d763a7848190ba4d5266d581acdb completed March 3, 2026, 12:43 p.m.
Created at: March 1, 2026, 7:38 p.m.