Triple

T9562404
Position Surface form Disambiguated ID Type / Status
Subject Benham-class destroyer E230705 entity
Predicate shipCompleted P89802 FINISHED
Object 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.
E812491 NE FINISHED

How this triple was built (5 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 Benham (DD-397) | Statement: [Benham-class destroyer, shipCompleted, USS Benham (DD-397)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: USS Benham (DD-397)
Context triple: [Benham-class destroyer, shipCompleted, USS Benham (DD-397)]
  • A. 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.
  • B. USS Sampson (DD-394)
    USS Sampson (DD-394) was a United States Navy Somers-class destroyer that served primarily in the Atlantic during World War II.
  • C. USS Hammann (DD-412)
    USS Hammann (DD-412) was a U.S. Navy destroyer that served in the early years of World War II in the Pacific before being sunk during the Battle of Midway in 1942.
  • D. USS Benson (DD-421)
    USS Benson (DD-421) was a World War II-era United States Navy destroyer and the lead ship of the Benson-class.
  • E. USS Bagley (DD-386)
    USS Bagley (DD-386) was a Bagley-class destroyer of the United States Navy that served actively during World War II in the Pacific Theater.
  • 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 Benham (DD-397)
Triple: [Benham-class destroyer, shipCompleted, USS Benham (DD-397)]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: USS Benham (DD-397)
Target entity description: 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.
  • A. 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.
  • B. USS Sampson (DD-394)
    USS Sampson (DD-394) was a United States Navy Somers-class destroyer that served primarily in the Atlantic during World War II.
  • C. USS Hammann (DD-412)
    USS Hammann (DD-412) was a U.S. Navy destroyer that served in the early years of World War II in the Pacific before being sunk during the Battle of Midway in 1942.
  • D. USS Benson (DD-421)
    USS Benson (DD-421) was a World War II-era United States Navy destroyer and the lead ship of the Benson-class.
  • E. USS Bagley (DD-386)
    USS Bagley (DD-386) was a Bagley-class destroyer of the United States Navy that served actively during World War II in the Pacific Theater.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: shipCompleted
Context triple: [Benham-class destroyer, shipCompleted, USS Benham (DD-397)]
  • A. shipUsed
    Indicates that a particular ship was employed or utilized in carrying out an event, activity, or operation.
  • B. shipDraft
    Indicates the depth of a ship’s hull below the waterline, typically representing how deeply the vessel sits in the water.
  • C. shipAssignment
    Indicates the association between a ship and the specific task, route, or entity it has been assigned to.
  • D. shipCommissionedAs
    Indicates that a ship entered active service under a specific name or designation at the time of its commissioning.
  • E. shipCompanion
    Indicates that one entity serves as a companion or partner accompanying another entity on a ship or sea voyage.
  • F. None of above. chosen

Provenance (7 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_69ca847e53a88190a60eed7e02257f10 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd9965e7b881909df98e933db38092 completed April 1, 2026, 10:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69d18214e1cc8190a66582a1af26cac3 completed April 4, 2026, 9:26 p.m.
NEDg Description generation batch_69d18601f5188190a6412ee2ffb1c888 completed April 4, 2026, 9:43 p.m.
NED2 Entity disambiguation (via description) batch_69d18653a5008190879557508f727f66 completed April 4, 2026, 9:44 p.m.
PD Predicate disambiguation batch_69ccd594d0ac8190a81bc11a3a538167 completed April 1, 2026, 8:21 a.m.
PDg Predicate description generation batch_69ccd93e90048190a2b0d7c5c195ba98 completed April 1, 2026, 8:37 a.m.
Created at: March 30, 2026, 8:03 p.m.