Triple

T8140426
Position Surface form Disambiguated ID Type / Status
Subject Arthur Middleton E190080 entity
Predicate commemoratedBy P500 FINISHED
Object Arthur Middleton (Liberty Ship)
Arthur Middleton (Liberty Ship) was a World War II-era American Liberty ship named in honor of Founding Father and Declaration of Independence signer Arthur Middleton.
 E712209 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: Arthur Middleton (Liberty Ship) | Statement: [Arthur Middleton, commemoratedBy, Arthur Middleton (Liberty Ship)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Arthur Middleton (Liberty Ship)
Context triple: [Arthur Middleton, commemoratedBy, Arthur Middleton (Liberty Ship)]
  • A. USS Pillsbury
    USS Pillsbury was a U.S. Navy destroyer escort best known for helping capture the German submarine U-505 during World War II.
  • B. SS Meredith Victory
    SS Meredith Victory was a U.S. merchant cargo ship famed for executing one of the largest humanitarian sea evacuations in history during the Korean War.
  • C. USS Farenholt
    USS Farenholt was a U.S. Navy Benson-class destroyer that saw extensive combat service in the Pacific during World War II.
  • D. M/V Tustumena
    M/V Tustumena is a rugged Alaska Marine Highway ferry known for serving remote coastal communities and challenging open-ocean routes in the Gulf of Alaska and Aleutian Islands.
  • E. SS Yarmouth
    SS Yarmouth was a steamship operated by Marcus Garvey’s Black Star Line, notable for its role in the early 1920s Black nationalist and Pan-African shipping enterprise.
  • 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: Arthur Middleton (Liberty Ship)
Triple: [Arthur Middleton, commemoratedBy, Arthur Middleton (Liberty Ship)]
Generated description
Arthur Middleton (Liberty Ship) was a World War II-era American Liberty ship named in honor of Founding Father and Declaration of Independence signer Arthur Middleton.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Arthur Middleton (Liberty Ship)
Target entity description: Arthur Middleton (Liberty Ship) was a World War II-era American Liberty ship named in honor of Founding Father and Declaration of Independence signer Arthur Middleton.
  • A. USS Pillsbury
    USS Pillsbury was a U.S. Navy destroyer escort best known for helping capture the German submarine U-505 during World War II.
  • B. SS Meredith Victory
    SS Meredith Victory was a U.S. merchant cargo ship famed for executing one of the largest humanitarian sea evacuations in history during the Korean War.
  • C. USS Farenholt
    USS Farenholt was a U.S. Navy Benson-class destroyer that saw extensive combat service in the Pacific during World War II.
  • D. M/V Tustumena
    M/V Tustumena is a rugged Alaska Marine Highway ferry known for serving remote coastal communities and challenging open-ocean routes in the Gulf of Alaska and Aleutian Islands.
  • E. SS Yarmouth
    SS Yarmouth was a steamship operated by Marcus Garvey’s Black Star Line, notable for its role in the early 1920s Black nationalist and Pan-African shipping enterprise.
  • 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_69ca82bd9900819099477cdc2eb4244f completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb4404e5308190a323485701f09d86 completed March 31, 2026, 3:48 a.m.
NED1 Entity disambiguation (via context triple) batch_69cc94a3fb348190ab8895a7344f964e completed April 1, 2026, 3:44 a.m.
NEDg Description generation batch_69cc95c228c08190a603c1dff44ff299 completed April 1, 2026, 3:49 a.m.
NED2 Entity disambiguation (via description) batch_69cc96b02d38819085eb51c1943b3045 completed April 1, 2026, 3:53 a.m.
Created at: March 30, 2026, 5:36 p.m.