Triple

T1589971
Position Surface form Disambiguated ID Type / Status
Subject Newport News Shipbuilding E34155 entity
Predicate builds P3143 FINISHED
Object Gerald R. Ford-class aircraft carriers
Gerald R. Ford-class aircraft carriers are the U.S. Navy’s latest generation of nuclear-powered supercarriers, featuring advanced technologies to increase sortie rates, reduce crew size, and enhance combat capabilities compared to earlier Nimitz-class ships.
E181130 NE FINISHED

How this triple was built (5 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: Gerald R. Ford-class aircraft carriers | Statement: [Newport News Shipbuilding, builds, Gerald R. Ford-class aircraft carriers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gerald R. Ford-class aircraft carriers
Context triple: [Newport News Shipbuilding, builds, Gerald R. Ford-class aircraft carriers]
  • A. Nimitz-class aircraft carrier
    The Nimitz-class aircraft carrier is a class of U.S. Navy nuclear-powered supercarriers that has formed the backbone of American naval air power since the late 20th century.
  • B. Hancock-class frigate
    The Hancock-class frigate was a class of late 18th-century sailing warships of the Continental Navy, designed as relatively large, fast, and heavily armed frigates for use during the American Revolutionary War.
  • C. 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.
  • D. USS Kitty Hawk (CV-63)
    USS Kitty Hawk (CV-63) was a U.S. Navy Kitty Hawk–class supercarrier that served as a key conventionally powered aircraft carrier from the early 1960s until its decommissioning in 2009.
  • E. Queen Elizabeth-class aircraft carriers
    The Queen Elizabeth-class aircraft carriers are the Royal Navy’s largest and most advanced warships, designed as modern flagship vessels capable of deploying fixed-wing jets and helicopters for global power projection.
  • 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: Gerald R. Ford-class aircraft carriers
Triple: [Newport News Shipbuilding, builds, Gerald R. Ford-class aircraft carriers]
Generated description
Gerald R. Ford-class aircraft carriers are the U.S. Navy’s latest generation of nuclear-powered supercarriers, featuring advanced technologies to increase sortie rates, reduce crew size, and enhance combat capabilities compared to earlier Nimitz-class ships.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gerald R. Ford-class aircraft carriers
Target entity description: Gerald R. Ford-class aircraft carriers are the U.S. Navy’s latest generation of nuclear-powered supercarriers, featuring advanced technologies to increase sortie rates, reduce crew size, and enhance combat capabilities compared to earlier Nimitz-class ships.
  • A. Nimitz-class aircraft carrier
    The Nimitz-class aircraft carrier is a class of U.S. Navy nuclear-powered supercarriers that has formed the backbone of American naval air power since the late 20th century.
  • B. Hancock-class frigate
    The Hancock-class frigate was a class of late 18th-century sailing warships of the Continental Navy, designed as relatively large, fast, and heavily armed frigates for use during the American Revolutionary War.
  • C. 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.
  • D. USS Kitty Hawk (CV-63)
    USS Kitty Hawk (CV-63) was a U.S. Navy Kitty Hawk–class supercarrier that served as a key conventionally powered aircraft carrier from the early 1960s until its decommissioning in 2009.
  • E. Queen Elizabeth-class aircraft carriers
    The Queen Elizabeth-class aircraft carriers are the Royal Navy’s largest and most advanced warships, designed as modern flagship vessels capable of deploying fixed-wing jets and helicopters for global power projection.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: builds
Context triple: [Newport News Shipbuilding, builds, Gerald R. Ford-class aircraft carriers]
  • A. building
    Indicates that one entity constructs, assembles, or develops another entity, typically over a period of time.
  • B. builtOn
    Indicates that one entity is constructed, developed, or established using another entity as its base, foundation, or underlying platform.
  • C. buildingComplex
    Indicates a relationship where multiple buildings are grouped and function together as a single integrated complex.
  • D. builder chosen
    Indicates that an entity is responsible for constructing, creating, or assembling another entity.
  • E. builtNear
    Indicates that one entity was constructed at a location geographically close to another entity.
  • F. None of above.

Provenance (6 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_69a885fceb2c8190b47e0f7c0aefbff0 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a93aedd45c819085843ac843d640e8 completed March 5, 2026, 8:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad469eaf588190ac6db1c8fb7fa04e completed March 8, 2026, 9:51 a.m.
NEDg Description generation batch_69ad479c0a0c8190b2ccef1bbc7c0b1a completed March 8, 2026, 9:55 a.m.
NED2 Entity disambiguation (via description) batch_69ad48642590819082f4102f6b860a65 completed March 8, 2026, 9:59 a.m.
PD Predicate disambiguation batch_69a907bdc19081908c84c5c0aa09e282 completed March 5, 2026, 4:34 a.m.
Created at: March 4, 2026, 7:27 p.m.