Triple

T11716421
Position Surface form Disambiguated ID Type / Status
Subject USS Samuel B. Roberts (DE-413) E278508 entity
Predicate class P87 FINISHED
Object John C. Butler-class
The John C. Butler-class was a World War II–era class of U.S. Navy destroyer escorts designed primarily for anti-submarine warfare and convoy protection.
 E943377 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: John C. Butler-class | Statement: [USS Samuel B. Roberts (DE-413), class, John C. Butler-class]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: John C. Butler-class
Context triple: [USS Samuel B. Roberts (DE-413), class, John C. Butler-class]
  • A. Yorktown class
    The Yorktown class was a group of U.S. Navy aircraft carriers built in the late 1930s that played a pivotal role in early World War II Pacific naval battles.
  • B. Edsall class
    The Edsall class was a group of U.S. Navy destroyer escorts built during World War II, designed primarily for anti-submarine warfare and convoy protection in the Atlantic.
  • C. Benson-class destroyer
    The Benson-class destroyer was a World War II–era class of U.S. Navy destroyers known for their improved anti-aircraft armament, speed, and versatility in escort and fleet operations.
  • D. Benham-class destroyer
    The Benham-class destroyer was a group of U.S. Navy warships built in the late 1930s that featured improved torpedo armament and served extensively during World War II.
  • E. Leander class
    The Leander class was a group of Royal Navy light cruisers built in the 1930s that saw extensive service during the Second World War.
  • 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: John C. Butler-class
Triple: [USS Samuel B. Roberts (DE-413), class, John C. Butler-class]
Generated description
The John C. Butler-class was a World War II–era class of U.S. Navy destroyer escorts designed primarily for anti-submarine warfare and convoy protection.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: John C. Butler-class
Target entity description: The John C. Butler-class was a World War II–era class of U.S. Navy destroyer escorts designed primarily for anti-submarine warfare and convoy protection.
  • A. Yorktown class
    The Yorktown class was a group of U.S. Navy aircraft carriers built in the late 1930s that played a pivotal role in early World War II Pacific naval battles.
  • B. Edsall class
    The Edsall class was a group of U.S. Navy destroyer escorts built during World War II, designed primarily for anti-submarine warfare and convoy protection in the Atlantic.
  • C. Benson-class destroyer
    The Benson-class destroyer was a World War II–era class of U.S. Navy destroyers known for their improved anti-aircraft armament, speed, and versatility in escort and fleet operations.
  • D. Benham-class destroyer
    The Benham-class destroyer was a group of U.S. Navy warships built in the late 1930s that featured improved torpedo armament and served extensively during World War II.
  • E. Leander class
    The Leander class was a group of Royal Navy light cruisers built in the 1930s that saw extensive service during the Second World War.
  • 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_69d6aaff2ce88190b4a1e4b341ad5377 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8a4c10d988190842acd824135cf15 completed April 10, 2026, 7:20 a.m.
NED1 Entity disambiguation (via context triple) batch_69f0197d03c08190a5515ffe3cc887ea completed April 28, 2026, 2:20 a.m.
NEDg Description generation batch_69f0319271788190a105828ae7582668 completed April 28, 2026, 4:03 a.m.
NED2 Entity disambiguation (via description) batch_69f05a44dcb88190a0bb57b0c8fef6b9 completed April 28, 2026, 6:57 a.m.
Created at: April 8, 2026, 9:40 p.m.