Triple

T9941550
Position Surface form Disambiguated ID Type / Status
Subject Peter Kornbluh E194093 entity
Predicate coAuthorWith P398 FINISHED
Object William M. LeoGrande
William M. LeoGrande is an American political scientist and expert on U.S.–Latin American relations, particularly known for his work on U.S. policy toward Cuba.
 E830679 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: William M. LeoGrande | Statement: [Peter Kornbluh, coAuthorWith, William M. LeoGrande]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: William M. LeoGrande
Context triple: [Peter Kornbluh, coAuthorWith, William M. LeoGrande]
  • A. Ronald J. Grabe
    Ronald J. Grabe is a former NASA astronaut and U.S. Air Force colonel who piloted and commanded multiple Space Shuttle missions.
  • B. Stephen H. P. Pell
    Stephen H. P. Pell was an American philanthropist and preservationist best known for leading the early 20th-century restoration and preservation of the historic Fort Ticonderoga in New York.
  • C. Edward K. Milkis
    Edward K. Milkis was an American television producer best known for his work on popular 1970s sitcoms and collaborations with Garry Marshall.
  • D. Lawrence R. Jacobs
    Lawrence R. Jacobs is an American political scientist known for his research on public opinion, democratic governance, and health policy.
  • E. Stanley G. Payne
    Stanley G. Payne is an American historian renowned for his influential scholarship on fascism, Spanish history, and European authoritarian regimes in the 20th century.
  • 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: William M. LeoGrande
Triple: [Peter Kornbluh, coAuthorWith, William M. LeoGrande]
Generated description
William M. LeoGrande is an American political scientist and expert on U.S.–Latin American relations, particularly known for his work on U.S. policy toward Cuba.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: William M. LeoGrande
Target entity description: William M. LeoGrande is an American political scientist and expert on U.S.–Latin American relations, particularly known for his work on U.S. policy toward Cuba.
  • A. Ronald J. Grabe
    Ronald J. Grabe is a former NASA astronaut and U.S. Air Force colonel who piloted and commanded multiple Space Shuttle missions.
  • B. Stephen H. P. Pell
    Stephen H. P. Pell was an American philanthropist and preservationist best known for leading the early 20th-century restoration and preservation of the historic Fort Ticonderoga in New York.
  • C. Edward K. Milkis
    Edward K. Milkis was an American television producer best known for his work on popular 1970s sitcoms and collaborations with Garry Marshall.
  • D. Lawrence R. Jacobs
    Lawrence R. Jacobs is an American political scientist known for his research on public opinion, democratic governance, and health policy.
  • E. Stanley G. Payne
    Stanley G. Payne is an American historian renowned for his influential scholarship on fascism, Spanish history, and European authoritarian regimes in the 20th century.
  • 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_69ca82e409348190a393777356b80a2a completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cdb610905c81909d669265c92021a5 completed April 2, 2026, 12:19 a.m.
NED1 Entity disambiguation (via context triple) batch_69d22911a9ac81909caa2afb30e4860b completed April 5, 2026, 9:19 a.m.
NEDg Description generation batch_69d22ad44b748190a774a2b2f8d5fabf completed April 5, 2026, 9:26 a.m.
NED2 Entity disambiguation (via description) batch_69d22b37ce8481909a52a144605d44a4 completed April 5, 2026, 9:28 a.m.
Created at: March 30, 2026, 8:44 p.m.