Triple

T2230457
Position Surface form Disambiguated ID Type / Status
Subject Hamilton E48751 entity
Predicate basedOn P98 FINISHED
Object Alexander Hamilton (biography by Ron Chernow)
"Alexander Hamilton" is a comprehensive 2004 biography by historian Ron Chernow that chronicles the life, political career, and enduring influence of American Founding Father Alexander Hamilton.
E245480 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: Alexander Hamilton (biography by Ron Chernow) | Statement: [Hamilton, basedOn, Alexander Hamilton (biography by Ron Chernow)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Alexander Hamilton (biography by Ron Chernow)
Context triple: [Hamilton, basedOn, Alexander Hamilton (biography by Ron Chernow)]
  • A. Ron Chernow
    Ron Chernow is an American biographer and historian renowned for his meticulously researched works on figures such as Alexander Hamilton, George Washington, and Ulysses S. Grant.
  • B. The Life of George Washington
    The Life of George Washington is a multi-volume 19th-century biography by Washington Irving that chronicles the life, military career, and presidency of the first U.S. president.
  • C. Alexander Hamilton's First Report on the Public Credit
    Alexander Hamilton's First Report on the Public Credit was a foundational 1790 Treasury document that outlined a comprehensive plan to stabilize the young United States’ finances by assuming and funding federal and state Revolutionary War debts.
  • D. The Power Broker
    The Power Broker is Robert A. Caro’s landmark biography of urban planner Robert Moses, renowned for its exhaustive research and incisive examination of political power and city-building in 20th-century New York.
  • E. Alexander Hamilton's Second Report on the Public Credit
    Alexander Hamilton's Second Report on the Public Credit is a foundational 1791 Treasury report that proposed the creation of a national bank to stabilize and develop the early United States economy.
  • 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: Alexander Hamilton (biography by Ron Chernow)
Triple: [Hamilton, basedOn, Alexander Hamilton (biography by Ron Chernow)]
Generated description
"Alexander Hamilton" is a comprehensive 2004 biography by historian Ron Chernow that chronicles the life, political career, and enduring influence of American Founding Father Alexander Hamilton.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Alexander Hamilton (biography by Ron Chernow)
Target entity description: "Alexander Hamilton" is a comprehensive 2004 biography by historian Ron Chernow that chronicles the life, political career, and enduring influence of American Founding Father Alexander Hamilton.
  • A. Ron Chernow
    Ron Chernow is an American biographer and historian renowned for his meticulously researched works on figures such as Alexander Hamilton, George Washington, and Ulysses S. Grant.
  • B. The Life of George Washington
    The Life of George Washington is a multi-volume 19th-century biography by Washington Irving that chronicles the life, military career, and presidency of the first U.S. president.
  • C. Alexander Hamilton's First Report on the Public Credit
    Alexander Hamilton's First Report on the Public Credit was a foundational 1790 Treasury document that outlined a comprehensive plan to stabilize the young United States’ finances by assuming and funding federal and state Revolutionary War debts.
  • D. The Power Broker
    The Power Broker is Robert A. Caro’s landmark biography of urban planner Robert Moses, renowned for its exhaustive research and incisive examination of political power and city-building in 20th-century New York.
  • E. Alexander Hamilton's Second Report on the Public Credit
    Alexander Hamilton's Second Report on the Public Credit is a foundational 1791 Treasury report that proposed the creation of a national bank to stabilize and develop the early United States economy.
  • 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_69a88aa51b388190949868ec9766e587 completed March 4, 2026, 7:40 p.m.
NER Named-entity recognition batch_69abc069e0ac8190bcda8cba9f5c7a5d completed March 7, 2026, 6:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae656a1f788190a08c3283bfedb6f4 completed March 9, 2026, 6:15 a.m.
NEDg Description generation batch_69ae65d4f26481909808c97b95ca9b30 completed March 9, 2026, 6:16 a.m.
NED2 Entity disambiguation (via description) batch_69ae6670b6d88190a09023fae63f4000 completed March 9, 2026, 6:19 a.m.
Created at: March 4, 2026, 7:47 p.m.