Triple

T2743597
Position Surface form Disambiguated ID Type / Status
Subject Hamlin E60810 entity
Predicate hasNotableBearer P458 FINISHED
Object Frederick P. Hamlin
Frederick P. Hamlin is an individual notable enough to be recognized as a namesake or distinguished bearer of the surname Hamlin.
 E691864 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: Frederick P. Hamlin | Statement: [Hamlin, hasNotableBearer, Frederick P. Hamlin]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Frederick P. Hamlin
Context triple: [Hamlin, hasNotableBearer, Frederick P. Hamlin]
  • A. Clifton A. F. Sprague
    Clifton A. F. Sprague was a U.S. Navy rear admiral and World War II carrier task group commander renowned for his leadership of "Taffy 3" during the Battle off Samar.
  • B. Henry A. Walke
    Henry A. Walke was a United States Navy officer noted for his distinguished service during the 19th century, particularly in the American Civil War.
  • C. Nathaniel A. Owings
    Nathaniel A. Owings was an American architect best known as a co-founder of the influential modernist architecture and engineering firm Skidmore, Owings & Merrill.
  • D. Edwin T. Meredith
    Edwin T. Meredith was an American publisher and politician who served as U.S. Secretary of Agriculture under President Woodrow Wilson.
  • E. Asa B. Fridley
    Asa B. Fridley was an early settler and influential local figure after whom the city of Fridley, Minnesota, was named.
  • 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: Frederick P. Hamlin
Triple: [Hamlin, hasNotableBearer, Frederick P. Hamlin]
Generated description
Frederick P. Hamlin is an individual notable enough to be recognized as a namesake or distinguished bearer of the surname Hamlin.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Frederick P. Hamlin
Target entity description: Frederick P. Hamlin is an individual notable enough to be recognized as a namesake or distinguished bearer of the surname Hamlin.
  • A. Clifton A. F. Sprague
    Clifton A. F. Sprague was a U.S. Navy rear admiral and World War II carrier task group commander renowned for his leadership of "Taffy 3" during the Battle off Samar.
  • B. Henry A. Walke
    Henry A. Walke was a United States Navy officer noted for his distinguished service during the 19th century, particularly in the American Civil War.
  • C. Nathaniel A. Owings
    Nathaniel A. Owings was an American architect best known as a co-founder of the influential modernist architecture and engineering firm Skidmore, Owings & Merrill.
  • D. Edwin T. Meredith
    Edwin T. Meredith was an American publisher and politician who served as U.S. Secretary of Agriculture under President Woodrow Wilson.
  • E. Asa B. Fridley
    Asa B. Fridley was an early settler and influential local figure after whom the city of Fridley, Minnesota, was named.
  • 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_69ab4b79846081909096725374d65ce9 completed March 6, 2026, 9:47 p.m.
NER Named-entity recognition batch_69abdb314410819095d4822f9277e6ff completed March 7, 2026, 8 a.m.
NED1 Entity disambiguation (via context triple) batch_69c9c2dc39fc8190ae244a4077808e17 completed March 30, 2026, 12:25 a.m.
NEDg Description generation batch_69c9c3f7f6708190af39939f4cf9f5cf completed March 30, 2026, 12:29 a.m.
NED2 Entity disambiguation (via description) batch_69c9c47fe5008190861a568494fde87f completed March 30, 2026, 12:32 a.m.
Created at: March 6, 2026, 9:56 p.m.