Triple

T3599972
Position Surface form Disambiguated ID Type / Status
Subject Tammy Baldwin E76230 entity
Predicate precededBy P97 FINISHED
Object Herb Kohl (as U.S. Senator from Wisconsin)
Herb Kohl was a long-serving Democratic U.S. Senator from Wisconsin, known for his moderate politics, focus on education and consumer issues, and ownership of the NBA’s Milwaukee Bucks.
 E371252 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: Herb Kohl (as U.S. Senator from Wisconsin) | Statement: [Tammy Baldwin, precededBy, Herb Kohl (as U.S. Senator from Wisconsin)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Herb Kohl (as U.S. Senator from Wisconsin)
Context triple: [Tammy Baldwin, precededBy, Herb Kohl (as U.S. Senator from Wisconsin)]
  • A. Lee H. Hamilton
    Lee H. Hamilton is an American politician and foreign policy expert who served as a long-time U.S. congressman from Indiana and later as a leading figure on major national security and intelligence commissions.
  • B. Herbert Kohl
    Herbert Kohl is an American educator and author known for his influential work on progressive education, social justice in schools, and innovative teaching methods.
  • C. Donald W. Riegle Jr.
    Donald W. Riegle Jr. is a former United States Senator from Michigan who played a prominent role in banking and financial regulation policy during his tenure in Congress.
  • D. Dan Rostenkowski
    Dan Rostenkowski was a powerful Democratic U.S. congressman from Chicago who chaired the House Ways and Means Committee and played a key role in national tax and trade legislation before his career ended amid a federal corruption scandal.
  • E. Tom Foley
    Tom Foley is an American politician who served as the 49th Speaker of the United States House of Representatives from 1989 to 1995.
  • 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: Herb Kohl (as U.S. Senator from Wisconsin)
Triple: [Tammy Baldwin, precededBy, Herb Kohl (as U.S. Senator from Wisconsin)]
Generated description
Herb Kohl was a long-serving Democratic U.S. Senator from Wisconsin, known for his moderate politics, focus on education and consumer issues, and ownership of the NBA’s Milwaukee Bucks.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Herb Kohl (as U.S. Senator from Wisconsin)
Target entity description: Herb Kohl was a long-serving Democratic U.S. Senator from Wisconsin, known for his moderate politics, focus on education and consumer issues, and ownership of the NBA’s Milwaukee Bucks.
  • A. Lee H. Hamilton
    Lee H. Hamilton is an American politician and foreign policy expert who served as a long-time U.S. congressman from Indiana and later as a leading figure on major national security and intelligence commissions.
  • B. Herbert Kohl
    Herbert Kohl is an American educator and author known for his influential work on progressive education, social justice in schools, and innovative teaching methods.
  • C. Donald W. Riegle Jr.
    Donald W. Riegle Jr. is a former United States Senator from Michigan who played a prominent role in banking and financial regulation policy during his tenure in Congress.
  • D. Dan Rostenkowski
    Dan Rostenkowski was a powerful Democratic U.S. congressman from Chicago who chaired the House Ways and Means Committee and played a key role in national tax and trade legislation before his career ended amid a federal corruption scandal.
  • E. Tom Foley
    Tom Foley is an American politician who served as the 49th Speaker of the United States House of Representatives from 1989 to 1995.
  • 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_69ad85d93dcc819094fba90cf70f4996 completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc19fd57481908ce5c9daf168e213 completed March 8, 2026, 6:36 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4031a41d08190b8e87c452601a625 completed March 13, 2026, 12:29 p.m.
NEDg Description generation batch_69b406fd33e08190a6f06eddec8516e9 completed March 13, 2026, 12:45 p.m.
NED2 Entity disambiguation (via description) batch_69b408778220819086935bfa9c0dd4fd completed March 13, 2026, 12:52 p.m.
Created at: March 8, 2026, 3:22 p.m.