Triple

T7128407
Position Surface form Disambiguated ID Type / Status
Subject USS Langley (CVL-27) E166124 entity
Predicate class P87 FINISHED
Object Independence class
The Independence class was a group of light aircraft carriers built for the U.S. Navy during World War II by converting Cleveland-class cruiser hulls to provide fast, versatile carrier support in the Pacific Theater.
E643707 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 | Statement: [USS Langley (CVL-27), class, Independence class]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Independence class
Context triple: [USS Langley (CVL-27), class, Independence 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. 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. York class
    The York class was a British Royal Navy class of heavy cruisers built under interwar naval treaties, known for their service in World War II.
  • D. 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.
  • 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: Independence class
Triple: [USS Langley (CVL-27), class, Independence class]
Generated description
The Independence class was a group of light aircraft carriers built for the U.S. Navy during World War II by converting Cleveland-class cruiser hulls to provide fast, versatile carrier support in the Pacific Theater.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Independence class
Target entity description: The Independence class was a group of light aircraft carriers built for the U.S. Navy during World War II by converting Cleveland-class cruiser hulls to provide fast, versatile carrier support in the Pacific Theater.
  • 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. 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. York class
    The York class was a British Royal Navy class of heavy cruisers built under interwar naval treaties, known for their service in World War II.
  • D. 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.
  • 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_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_69c7a338b6908190bace3ee43a080c2f completed March 28, 2026, 9:45 a.m.
NEDg Description generation batch_69c7a446c5088190908dd7b4cdc57f18 completed March 28, 2026, 9:49 a.m.
NED2 Entity disambiguation (via description) batch_69c7a4fc9f788190b38437c6e91a5f8a completed March 28, 2026, 9:53 a.m.
Created at: March 27, 2026, 2:44 p.m.