Triple

T12493242
Position Surface form Disambiguated ID Type / Status
Subject USNS Bob Hope (T-AKR-300) E298616 entity
Predicate shipClass P3141 FINISHED
Object Bob Hope class
The Bob Hope class is a series of large, civilian-crewed U.S. Navy roll-on/roll-off cargo ships designed to rapidly transport military vehicles and equipment for strategic sealift operations.
E985864 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: Bob Hope class | Statement: [USNS Bob Hope (T-AKR-300), shipClass, Bob Hope class]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bob Hope class
Context triple: [USNS Bob Hope (T-AKR-300), shipClass, Bob Hope class]
  • A. Bagley class
    The Bagley class was a group of U.S. Navy destroyers built in the late 1930s that saw extensive service during World War II, particularly in the Pacific Theater.
  • B. Casablanca class
    The Casablanca class was a large group of mass-produced American escort aircraft carriers built during World War II, designed primarily for convoy protection, aircraft transport, and close support of amphibious operations.
  • C. 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.
  • D. 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.
  • E. Fletcher class
    The Fletcher class was a highly successful and numerous class of U.S. Navy destroyers used extensively during World War II and noted for their versatility, durability, and powerful armament.
  • 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: Bob Hope class
Triple: [USNS Bob Hope (T-AKR-300), shipClass, Bob Hope class]
Generated description
The Bob Hope class is a series of large, civilian-crewed U.S. Navy roll-on/roll-off cargo ships designed to rapidly transport military vehicles and equipment for strategic sealift operations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bob Hope class
Target entity description: The Bob Hope class is a series of large, civilian-crewed U.S. Navy roll-on/roll-off cargo ships designed to rapidly transport military vehicles and equipment for strategic sealift operations.
  • A. Bagley class
    The Bagley class was a group of U.S. Navy destroyers built in the late 1930s that saw extensive service during World War II, particularly in the Pacific Theater.
  • B. Casablanca class
    The Casablanca class was a large group of mass-produced American escort aircraft carriers built during World War II, designed primarily for convoy protection, aircraft transport, and close support of amphibious operations.
  • C. 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.
  • D. 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.
  • E. Fletcher class
    The Fletcher class was a highly successful and numerous class of U.S. Navy destroyers used extensively during World War II and noted for their versatility, durability, and powerful armament.
  • 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_69d6ada377208190a36011199a4d8558 completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d94de4089c8190917a45365e641437 completed April 10, 2026, 7:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69f64bab99bc8190abe6dfb7c6a7fe6f completed May 2, 2026, 7:08 p.m.
NEDg Description generation batch_69f64c276d388190b58fe884466076ee completed May 2, 2026, 7:10 p.m.
NED2 Entity disambiguation (via description) batch_69f64ce7b444819094d94bec749d7618 completed May 2, 2026, 7:13 p.m.
Created at: April 8, 2026, 9:56 p.m.