Triple

T11324278
Position Surface form Disambiguated ID Type / Status
Subject Taffy 3 E268168 entity
Predicate hasPart P35 FINISHED
Object USS John C. Butler (DE-339)
USS John C. Butler (DE-339) was a John C. Butler-class destroyer escort of the United States Navy that saw notable action in the Pacific during World War II, including the Battle off Samar.
 E928219 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 John C. Butler (DE-339) | Statement: [Taffy 3, hasPart, USS John C. Butler (DE-339)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: USS John C. Butler (DE-339)
Context triple: [Taffy 3, hasPart, USS John C. Butler (DE-339)]
  • A. 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.
  • B. USS Flaherty (DE-135)
    USS Flaherty (DE-135) was an Edsall-class destroyer escort of the United States Navy that served primarily in Atlantic convoy and anti-submarine operations during World War II.
  • C. USS Ellet (DD-398)
    USS Ellet (DD-398) was a U.S. Navy destroyer that served extensively in the Pacific during World War II, participating in major campaigns including Guadalcanal and the Solomon Islands.
  • D. USS Benham (DD-397)
    USS Benham (DD-397) was a United States Navy destroyer that served prominently in the Pacific during World War II as the lead ship of her class.
  • E. USS Heermann (DD-532)
    USS Heermann (DD-532) was a Fletcher-class destroyer of the United States Navy renowned for its courageous actions against a superior Japanese fleet during the Battle off Samar in World War II.
  • 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 John C. Butler (DE-339)
Triple: [Taffy 3, hasPart, USS John C. Butler (DE-339)]
Generated description
USS John C. Butler (DE-339) was a John C. Butler-class destroyer escort of the United States Navy that saw notable action in the Pacific during World War II, including the Battle off Samar.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: USS John C. Butler (DE-339)
Target entity description: USS John C. Butler (DE-339) was a John C. Butler-class destroyer escort of the United States Navy that saw notable action in the Pacific during World War II, including the Battle off Samar.
  • A. 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.
  • B. USS Flaherty (DE-135)
    USS Flaherty (DE-135) was an Edsall-class destroyer escort of the United States Navy that served primarily in Atlantic convoy and anti-submarine operations during World War II.
  • C. USS Ellet (DD-398)
    USS Ellet (DD-398) was a U.S. Navy destroyer that served extensively in the Pacific during World War II, participating in major campaigns including Guadalcanal and the Solomon Islands.
  • D. USS Benham (DD-397)
    USS Benham (DD-397) was a United States Navy destroyer that served prominently in the Pacific during World War II as the lead ship of her class.
  • E. USS Heermann (DD-532)
    USS Heermann (DD-532) was a Fletcher-class destroyer of the United States Navy renowned for its courageous actions against a superior Japanese fleet during the Battle off Samar in World War II.
  • 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_69d6aacb1f0881908c84a349fd1be047 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e9e122e48190b3f890de8d561480 completed April 9, 2026, 6:03 p.m.
NED1 Entity disambiguation (via context triple) batch_69e603bbb84c81908a29fcef32d3cf31 completed April 20, 2026, 10:45 a.m.
NEDg Description generation batch_69e610a07bf881908de79850edb9576f completed April 20, 2026, 11:40 a.m.
NED2 Entity disambiguation (via description) batch_69e617fdaaa88190a1860fb00309596b completed April 20, 2026, 12:11 p.m.
Created at: April 8, 2026, 9:32 p.m.