Triple

T2464037
Position Surface form Disambiguated ID Type / Status
Subject Battle off Samar E55200 entity
Predicate notableU.S.Ship P680 FINISHED
Object USS Gambier Bay (CVE-73)
USS Gambier Bay (CVE-73) was a U.S. Navy Casablanca-class escort carrier famed for her outgunned but heroic stand against a superior Japanese force during the Battle off Samar in World War II, where she became the only American aircraft carrier sunk by naval gunfire.
E282375 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 Gambier Bay (CVE-73) | Statement: [Battle off Samar, notableU.S.Ship, USS Gambier Bay (CVE-73)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: USS Gambier Bay (CVE-73)
Context triple: [Battle off Samar, notableU.S.Ship, USS Gambier Bay (CVE-73)]
  • A. USS Cabot (CVL-28)
    USS Cabot (CVL-28) was an Independence-class light aircraft carrier of the United States Navy that saw extensive combat service in the Pacific Theater during World War II.
  • B. USS Belleau Wood (CVL-24)
    USS Belleau Wood (CVL-24) was an Independence-class light aircraft carrier of the United States Navy that saw extensive combat service in the Pacific Theater during World War II.
  • C. USS Bunker Hill (CV-17)
    USS Bunker Hill (CV-17) was an Essex-class U.S. Navy aircraft carrier that saw extensive combat service in the Pacific Theater during World War II, including major operations against Japan.
  • D. 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.
  • E. USS Guadalcanal
    USS Guadalcanal was a U.S. Navy escort aircraft carrier of World War II, best known for leading the task group that captured the German submarine U-505 in 1944.
  • 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 Gambier Bay (CVE-73)
Triple: [Battle off Samar, notableU.S.Ship, USS Gambier Bay (CVE-73)]
Generated description
USS Gambier Bay (CVE-73) was a U.S. Navy Casablanca-class escort carrier famed for her outgunned but heroic stand against a superior Japanese force during the Battle off Samar in World War II, where she became the only American aircraft carrier sunk by naval gunfire.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: USS Gambier Bay (CVE-73)
Target entity description: USS Gambier Bay (CVE-73) was a U.S. Navy Casablanca-class escort carrier famed for her outgunned but heroic stand against a superior Japanese force during the Battle off Samar in World War II, where she became the only American aircraft carrier sunk by naval gunfire.
  • A. USS Cabot (CVL-28)
    USS Cabot (CVL-28) was an Independence-class light aircraft carrier of the United States Navy that saw extensive combat service in the Pacific Theater during World War II.
  • B. USS Belleau Wood (CVL-24)
    USS Belleau Wood (CVL-24) was an Independence-class light aircraft carrier of the United States Navy that saw extensive combat service in the Pacific Theater during World War II.
  • C. USS Bunker Hill (CV-17)
    USS Bunker Hill (CV-17) was an Essex-class U.S. Navy aircraft carrier that saw extensive combat service in the Pacific Theater during World War II, including major operations against Japan.
  • D. 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.
  • E. USS Guadalcanal
    USS Guadalcanal was a U.S. Navy escort aircraft carrier of World War II, best known for leading the task group that captured the German submarine U-505 in 1944.
  • 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_69ab49e3622c8190ad22afa2c4fbb807 completed March 6, 2026, 9:40 p.m.
NER Named-entity recognition batch_69abd82f2020819086bbd321a750ce43 completed March 7, 2026, 7:47 a.m.
NED1 Entity disambiguation (via context triple) batch_69af8383c0988190885a865c3150c64d completed March 10, 2026, 2:35 a.m.
NEDg Description generation batch_69af8684439c8190bf0b1772618e0b6d completed March 10, 2026, 2:48 a.m.
NED2 Entity disambiguation (via description) batch_69af86e12a0c8190b19885bbf9a7d257 completed March 10, 2026, 2:50 a.m.
Created at: March 6, 2026, 9:44 p.m.