Triple

T20388955
Position Surface form Disambiguated ID Type / Status
Subject Meadville, Pennsylvania E498033 entity
Predicate hasNotablePerson P304 FINISHED
Object Clark G. Kuebler
Clark G. Kuebler was an American educator and academic administrator who served as president of Ripon College in Wisconsin in the mid-20th century.
 E1476983 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: Clark G. Kuebler | Statement: [Meadville, Pennsylvania, hasNotablePerson, Clark G. Kuebler]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Clark G. Kuebler
Context triple: [Meadville, Pennsylvania, hasNotablePerson, Clark G. Kuebler]
  • A. John A. Knebel
    John A. Knebel is an American lawyer and government official who served as United States Secretary of Agriculture in the 1970s.
  • B. John L. Hines
    John L. Hines was a United States Army general who served as Army Chief of Staff in the 1920s and was a prominent commander during World War I.
  • C. Donald W. Sherburne
    Donald W. Sherburne was an American philosopher and prominent interpreter of Alfred North Whitehead’s process philosophy.
  • D. Clarence John Boettiger
    Clarence John Boettiger was an American newspaper executive and publisher best known as the husband of Anna Roosevelt, daughter of President Franklin D. Roosevelt.
  • E. Charles T. Brumback
    Charles T. Brumback was an American media executive best known for serving as a top leader, including CEO, of the Tribune Company, the major newspaper and broadcasting conglomerate.
  • 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: Clark G. Kuebler
Triple: [Meadville, Pennsylvania, hasNotablePerson, Clark G. Kuebler]
Generated description
Clark G. Kuebler was an American educator and academic administrator who served as president of Ripon College in Wisconsin in the mid-20th century.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Clark G. Kuebler
Target entity description: Clark G. Kuebler was an American educator and academic administrator who served as president of Ripon College in Wisconsin in the mid-20th century.
  • A. John A. Knebel
    John A. Knebel is an American lawyer and government official who served as United States Secretary of Agriculture in the 1970s.
  • B. John L. Hines
    John L. Hines was a United States Army general who served as Army Chief of Staff in the 1920s and was a prominent commander during World War I.
  • C. Donald W. Sherburne
    Donald W. Sherburne was an American philosopher and prominent interpreter of Alfred North Whitehead’s process philosophy.
  • D. Clarence John Boettiger
    Clarence John Boettiger was an American newspaper executive and publisher best known as the husband of Anna Roosevelt, daughter of President Franklin D. Roosevelt.
  • E. Charles T. Brumback
    Charles T. Brumback was an American media executive best known for serving as a top leader, including CEO, of the Tribune Company, the major newspaper and broadcasting conglomerate.
  • 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_69e0b4a71ebc8190b153a36c738730f4 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6790d9e5881908bde7da9e5e541a0 completed April 20, 2026, 7:05 p.m.
NED1 Entity disambiguation (via context triple) batch_6a099ebc2e508190b17c3237830c06e8 completed May 17, 2026, 10:55 a.m.
NEDg Description generation batch_6a099f8c4a5c8190a67b3185fe8a02ad completed May 17, 2026, 10:59 a.m.
NED2 Entity disambiguation (via description) batch_6a099ffeb4b88190b2859b55ba356e22 completed May 17, 2026, 11:01 a.m.
Created at: April 16, 2026, 11:28 a.m.