Triple

T2464036
Position Surface form Disambiguated ID Type / Status
Subject Battle off Samar E55200 entity
Predicate notableU.S.Ship P680 FINISHED
Object USS Samuel B. Roberts (DE-413)
USS Samuel B. Roberts (DE-413) was a John C. Butler–class destroyer escort famed for its heroic, outgunned charge against a superior Japanese fleet during the Battle off Samar in World War II.
 E278508 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 Samuel B. Roberts (DE-413) | Statement: [Battle off Samar, notableU.S.Ship, USS Samuel B. Roberts (DE-413)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: USS Samuel B. Roberts (DE-413)
Context triple: [Battle off Samar, notableU.S.Ship, USS Samuel B. Roberts (DE-413)]
  • A. USS Maddox (DD-731)
    USS Maddox (DD-731) was a U.S. Navy destroyer best known for its controversial role in the 1964 Gulf of Tonkin incident, which helped escalate American involvement in the Vietnam War.
  • B. USS Turner Joy (DD-951)
    USS Turner Joy (DD-951) was a Forrest Sherman-class destroyer of the United States Navy best known for its controversial role in the events that escalated U.S. involvement in the Vietnam War.
  • C. USS Hammann (DE-131)
    USS Hammann (DE-131) was a World War II-era U.S. Navy Edsall-class destroyer escort named in honor of Medal of Honor recipient Charles Hammann.
  • D. USS O’Brien (DD-415)
    USS O’Brien (DD-415) was a World War II-era United States Navy destroyer that served in the Atlantic and Pacific theaters before being lost to damage sustained from a Japanese torpedo attack in 1942.
  • E. USS Cassin Young
    USS Cassin Young is a preserved World War II-era Fletcher-class destroyer now serving as a museum ship in Boston, Massachusetts.
  • 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 Samuel B. Roberts (DE-413)
Triple: [Battle off Samar, notableU.S.Ship, USS Samuel B. Roberts (DE-413)]
Generated description
USS Samuel B. Roberts (DE-413) was a John C. Butler–class destroyer escort famed for its heroic, outgunned charge against a superior Japanese fleet during the Battle off Samar in World War II.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: USS Samuel B. Roberts (DE-413)
Target entity description: USS Samuel B. Roberts (DE-413) was a John C. Butler–class destroyer escort famed for its heroic, outgunned charge against a superior Japanese fleet during the Battle off Samar in World War II.
  • A. USS Maddox (DD-731)
    USS Maddox (DD-731) was a U.S. Navy destroyer best known for its controversial role in the 1964 Gulf of Tonkin incident, which helped escalate American involvement in the Vietnam War.
  • B. USS Turner Joy (DD-951)
    USS Turner Joy (DD-951) was a Forrest Sherman-class destroyer of the United States Navy best known for its controversial role in the events that escalated U.S. involvement in the Vietnam War.
  • C. USS Hammann (DE-131)
    USS Hammann (DE-131) was a World War II-era U.S. Navy Edsall-class destroyer escort named in honor of Medal of Honor recipient Charles Hammann.
  • D. USS O’Brien (DD-415)
    USS O’Brien (DD-415) was a World War II-era United States Navy destroyer that served in the Atlantic and Pacific theaters before being lost to damage sustained from a Japanese torpedo attack in 1942.
  • E. USS Cassin Young
    USS Cassin Young is a preserved World War II-era Fletcher-class destroyer now serving as a museum ship in Boston, Massachusetts.
  • 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_69af654726988190a7166434ecf0582c completed March 10, 2026, 12:26 a.m.
NEDg Description generation batch_69af65fed63881908d1495190ed4f30c completed March 10, 2026, 12:29 a.m.
NED2 Entity disambiguation (via description) batch_69af66613dc88190af6a0aa1108a9069 completed March 10, 2026, 12:31 a.m.
Created at: March 6, 2026, 9:44 p.m.