Triple

T7128409
Position Surface form Disambiguated ID Type / Status
Subject USS Langley (CVL-27) E166124 entity
Predicate previousName P65 FINISHED
Object USS Fargo (CL-85)
USS Fargo (CL-85) was a planned United States Navy light cruiser whose name and hull number were reassigned before completion, leading to the vessel ultimately entering service as the light aircraft carrier USS Langley (CVL-27).
E645365 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: USS Fargo (CL-85) | Statement: [USS Langley (CVL-27), previousName, USS Fargo (CL-85)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: USS Fargo (CL-85)
Context triple: [USS Langley (CVL-27), previousName, USS Fargo (CL-85)]
  • A. USS Juneau (CL-119)
    USS Juneau (CL-119) was an Atlanta-class light cruiser of the United States Navy that served in the immediate post–World War II era and during the early Cold War, including action in the Korean War.
  • B. USS Juneau (CL-52)
    USS Juneau (CL-52) was an Atlanta-class light cruiser of the United States Navy in World War II, best known for its tragic sinking during the Guadalcanal campaign with the loss of most of the Sullivan brothers.
  • C. USS Helena (CL-113)
    USS Helena (CL-113) was a planned United States Navy Cleveland-class light cruiser whose construction was canceled before completion near the end of World War II.
  • D. USS Honolulu (CL-48)
    USS Honolulu (CL-48) was a Brooklyn-class light cruiser of the United States Navy that saw extensive action in the Pacific Theater during World War II.
  • E. USS Oliver Hazard Perry (FFG-7)
    USS Oliver Hazard Perry (FFG-7) was the lead ship of the U.S. Navy’s Oliver Hazard Perry–class guided-missile frigates, serving primarily in anti-submarine and escort roles during the late 20th century.
  • 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: USS Fargo (CL-85)
Triple: [USS Langley (CVL-27), previousName, USS Fargo (CL-85)]
Generated description
USS Fargo (CL-85) was a planned United States Navy light cruiser whose name and hull number were reassigned before completion, leading to the vessel ultimately entering service as the light aircraft carrier USS Langley (CVL-27).
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: USS Fargo (CL-85)
Target entity description: USS Fargo (CL-85) was a planned United States Navy light cruiser whose name and hull number were reassigned before completion, leading to the vessel ultimately entering service as the light aircraft carrier USS Langley (CVL-27).
  • A. USS Juneau (CL-119)
    USS Juneau (CL-119) was an Atlanta-class light cruiser of the United States Navy that served in the immediate post–World War II era and during the early Cold War, including action in the Korean War.
  • B. USS Juneau (CL-52)
    USS Juneau (CL-52) was an Atlanta-class light cruiser of the United States Navy in World War II, best known for its tragic sinking during the Guadalcanal campaign with the loss of most of the Sullivan brothers.
  • C. USS Helena (CL-113)
    USS Helena (CL-113) was a planned United States Navy Cleveland-class light cruiser whose construction was canceled before completion near the end of World War II.
  • D. USS Honolulu (CL-48)
    USS Honolulu (CL-48) was a Brooklyn-class light cruiser of the United States Navy that saw extensive action in the Pacific Theater during World War II.
  • E. USS Oliver Hazard Perry (FFG-7)
    USS Oliver Hazard Perry (FFG-7) was the lead ship of the U.S. Navy’s Oliver Hazard Perry–class guided-missile frigates, serving primarily in anti-submarine and escort roles during the late 20th century.
  • 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.