Triple

T2464035
Position Surface form Disambiguated ID Type / Status
Subject Battle off Samar E55200 entity
Predicate notableU.S.Ship P680 FINISHED
Object USS Hoel (DD-533)
USS Hoel (DD-533) was a Fletcher-class destroyer of the United States Navy that gained renown for its heroic but doomed attack against a vastly superior Japanese force during the Battle off Samar in World War II.
 E277120 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 Hoel (DD-533) | Statement: [Battle off Samar, notableU.S.Ship, USS Hoel (DD-533)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: USS Hoel (DD-533)
Context triple: [Battle off Samar, notableU.S.Ship, USS Hoel (DD-533)]
  • A. USS La Vallette (DD-448)
    USS La Vallette (DD-448) was a U.S. Navy Fletcher-class destroyer that saw extensive service in the Pacific during World War II.
  • B. USS Henley (DD-391)
    USS Henley (DD-391) was a Bagley-class destroyer of the United States Navy that served in the Pacific during World War II before being sunk in 1943.
  • C. USS Walke (DD-723)
    USS Walke (DD-723) was an Allen M. Sumner-class destroyer of the United States Navy that served prominently during World War II, the Korean War, and the Vietnam War.
  • D. USS Morris (DD-417)
    USS Morris (DD-417) was a U.S. Navy destroyer that saw extensive and distinguished service in the Pacific Theater during World War II, earning multiple battle stars for its combat actions.
  • E. USS Roe (DD-418)
    USS Roe (DD-418) was a United States Navy destroyer that served with distinction during World War II in both the Atlantic and Pacific theaters.
  • 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 Hoel (DD-533)
Triple: [Battle off Samar, notableU.S.Ship, USS Hoel (DD-533)]
Generated description
USS Hoel (DD-533) was a Fletcher-class destroyer of the United States Navy that gained renown for its heroic but doomed attack against a vastly superior Japanese force during the Battle off Samar in World War II.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: USS Hoel (DD-533)
Target entity description: USS Hoel (DD-533) was a Fletcher-class destroyer of the United States Navy that gained renown for its heroic but doomed attack against a vastly superior Japanese force during the Battle off Samar in World War II.
  • A. USS La Vallette (DD-448)
    USS La Vallette (DD-448) was a U.S. Navy Fletcher-class destroyer that saw extensive service in the Pacific during World War II.
  • B. USS Henley (DD-391)
    USS Henley (DD-391) was a Bagley-class destroyer of the United States Navy that served in the Pacific during World War II before being sunk in 1943.
  • C. USS Walke (DD-723)
    USS Walke (DD-723) was an Allen M. Sumner-class destroyer of the United States Navy that served prominently during World War II, the Korean War, and the Vietnam War.
  • D. USS Morris (DD-417)
    USS Morris (DD-417) was a U.S. Navy destroyer that saw extensive and distinguished service in the Pacific Theater during World War II, earning multiple battle stars for its combat actions.
  • E. USS Roe (DD-418)
    USS Roe (DD-418) was a United States Navy destroyer that served with distinction during World War II in both the Atlantic and Pacific theaters.
  • 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_69af5cdd404c8190b86f240789e68925 completed March 9, 2026, 11:50 p.m.
NEDg Description generation batch_69af5e4965408190834cdeeae63a4d75 completed March 9, 2026, 11:56 p.m.
NED2 Entity disambiguation (via description) batch_69af5e9d48dc8190a79b1f9eaba27978 completed March 9, 2026, 11:58 p.m.
Created at: March 6, 2026, 9:44 p.m.