Triple

T7128443
Position Surface form Disambiguated ID Type / Status
Subject USS Langley (CVL-27) E166124 entity
Predicate category P87 FINISHED
Object Independence-class aircraft carriers
The Independence-class aircraft carriers were a group of light carriers built for the U.S. Navy during World War II by converting Cleveland-class cruiser hulls to provide fast, versatile air support in the Pacific and Atlantic theaters.
E645366 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: Independence-class aircraft carriers | Statement: [USS Langley (CVL-27), category, Independence-class aircraft carriers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Independence-class aircraft carriers
Context triple: [USS Langley (CVL-27), category, Independence-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. 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.
  • C. Kitty Hawk-class aircraft carrier
    The Kitty Hawk-class aircraft carrier is a class of U.S. Navy conventionally powered supercarriers that served as a key predecessor to the nuclear-powered Nimitz-class.
  • D. Ark Royal-class aircraft carrier
    The Ark Royal-class aircraft carrier was a pioneering class of British Royal Navy fleet carriers built in the late 1930s, notable for their enclosed hangars, armored protection, and significant role in early World War II naval aviation.
  • E. Midway-class aircraft carrier
    The Midway-class aircraft carrier was a class of large U.S. Navy carriers commissioned near the end of World War II that served for decades as key platforms for American naval air power.
  • 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: Independence-class aircraft carriers
Triple: [USS Langley (CVL-27), category, Independence-class aircraft carriers]
Generated description
The Independence-class aircraft carriers were a group of light carriers built for the U.S. Navy during World War II by converting Cleveland-class cruiser hulls to provide fast, versatile air support in the Pacific and Atlantic theaters.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Independence-class aircraft carriers
Target entity description: The Independence-class aircraft carriers were a group of light carriers built for the U.S. Navy during World War II by converting Cleveland-class cruiser hulls to provide fast, versatile air support in the Pacific and Atlantic theaters.
  • 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. 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.
  • C. Kitty Hawk-class aircraft carrier
    The Kitty Hawk-class aircraft carrier is a class of U.S. Navy conventionally powered supercarriers that served as a key predecessor to the nuclear-powered Nimitz-class.
  • D. Ark Royal-class aircraft carrier
    The Ark Royal-class aircraft carrier was a pioneering class of British Royal Navy fleet carriers built in the late 1930s, notable for their enclosed hangars, armored protection, and significant role in early World War II naval aviation.
  • E. Midway-class aircraft carrier
    The Midway-class aircraft carrier was a class of large U.S. Navy carriers commissioned near the end of World War II that served for decades as key platforms for American naval air power.
  • 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_69c6888350588190870cd552b427a1cd completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6e66b230c819090ddbc5396868305 completed March 27, 2026, 8:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7ad8d00848190a5a4b9b64b3426e7 completed March 28, 2026, 10:29 a.m.
NEDg Description generation batch_69c7ae0bcfa4819099249fa403bed288 completed March 28, 2026, 10:31 a.m.
NED2 Entity disambiguation (via description) batch_69c7ae9f8f648190adc5cdf08bc01d93 completed March 28, 2026, 10:34 a.m.
Created at: March 27, 2026, 2:44 p.m.