Triple

T11869728
Position Surface form Disambiguated ID Type / Status
Subject USS Gambier Bay (CVE-73) E282375 entity
Predicate shipClass P3141 FINISHED
Object 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.
E951097 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: Casablanca class | Statement: [USS Gambier Bay (CVE-73), shipClass, Casablanca class]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Casablanca class
Context triple: [USS Gambier Bay (CVE-73), shipClass, Casablanca class]
  • A. Essex class
    The Essex class was a highly successful World War II-era U.S. Navy aircraft carrier class that formed the backbone of American carrier operations in the Pacific.
  • B. Forrest Sherman class
    The Forrest Sherman class was a group of post–World War II U.S. Navy destroyers designed for anti-aircraft and anti-submarine warfare during the early Cold War era.
  • C. 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.
  • D. Mahan-class destroyer
    The Mahan-class destroyer was a group of U.S. Navy warships built in the 1930s that introduced advanced propulsion and armament features, serving extensively during World War II.
  • E. Courageous-class ships
    Courageous-class ships were a group of British Royal Navy warships originally built as large light cruisers during World War I and later converted into aircraft carriers.
  • 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: Casablanca class
Triple: [USS Gambier Bay (CVE-73), shipClass, Casablanca class]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Casablanca class
Target entity description: 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.
  • A. Essex class
    The Essex class was a highly successful World War II-era U.S. Navy aircraft carrier class that formed the backbone of American carrier operations in the Pacific.
  • B. Forrest Sherman class
    The Forrest Sherman class was a group of post–World War II U.S. Navy destroyers designed for anti-aircraft and anti-submarine warfare during the early Cold War era.
  • C. 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.
  • D. Mahan-class destroyer
    The Mahan-class destroyer was a group of U.S. Navy warships built in the 1930s that introduced advanced propulsion and armament features, serving extensively during World War II.
  • E. Courageous-class ships
    Courageous-class ships were a group of British Royal Navy warships originally built as large light cruisers during World War I and later converted into aircraft carriers.
  • 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_69d6ab2945d081908a5851c916cbcfb5 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d8a73c04e4819084c0b2ff8e5d2f04 completed April 10, 2026, 7:31 a.m.
NED1 Entity disambiguation (via context triple) batch_69f281a2abfc8190a4769e637dedaaab completed April 29, 2026, 10:09 p.m.
NEDg Description generation batch_69f28a92ac90819092eef473a49d329e completed April 29, 2026, 10:47 p.m.
NED2 Entity disambiguation (via description) batch_69f28c462d888190a43e042b00921dbe completed April 29, 2026, 10:55 p.m.
Created at: April 8, 2026, 9:43 p.m.