Triple

T31301
Position Surface form Disambiguated ID Type / Status
Subject Speaker of the United States House of Representatives E624 entity
Predicate firstHolder P291 FINISHED
Object Frederick Muhlenberg
Frederick Muhlenberg was an American politician and clergyman who became the first Speaker of the United States House of Representatives in the early years of the republic.
E12568 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 Muhlenberg | Statement: [Speaker of the United States House of Representatives, firstHolder, Frederick Muhlenberg]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Frederick Muhlenberg
Context triple: [Speaker of the United States House of Representatives, firstHolder, Frederick Muhlenberg]
  • A. George M. Dallas
    George M. Dallas was a 19th-century American politician who served as the 11th vice president of the United States under President James K. Polk.
  • B. Francis Smith
    Francis Smith was a British Army officer best known for leading the regular troops during the opening engagements of the American Revolutionary War at Lexington and Concord in 1775.
  • C. Charles Adams
    Charles Adams was an American lawyer and the second son of U.S. President John Adams and Abigail Adams, known largely through his association with the prominent Adams political family.
  • D. Charles Adams
    Charles Adams was an American businessman best known for establishing the Boston Bruins as the first U.S.-based team in the National Hockey League.
  • E. John Taylor Johnston
    John Taylor Johnston was a 19th-century American businessman and arts patron who served as the first president of the Metropolitan Museum of Art and played a key role in its early development.
  • 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 Muhlenberg
Triple: [Speaker of the United States House of Representatives, firstHolder, Frederick Muhlenberg]
Generated description
Frederick Muhlenberg was an American politician and clergyman who became the first Speaker of the United States House of Representatives in the early years of the republic.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Frederick Muhlenberg
Target entity description: Frederick Muhlenberg was an American politician and clergyman who became the first Speaker of the United States House of Representatives in the early years of the republic.
  • A. George M. Dallas
    George M. Dallas was a 19th-century American politician who served as the 11th vice president of the United States under President James K. Polk.
  • B. Francis Smith
    Francis Smith was a British Army officer best known for leading the regular troops during the opening engagements of the American Revolutionary War at Lexington and Concord in 1775.
  • C. Charles Adams
    Charles Adams was an American lawyer and the second son of U.S. President John Adams and Abigail Adams, known largely through his association with the prominent Adams political family.
  • D. Charles Adams
    Charles Adams was an American businessman best known for establishing the Boston Bruins as the first U.S.-based team in the National Hockey League.
  • E. John Taylor Johnston
    John Taylor Johnston was a 19th-century American businessman and arts patron who served as the first president of the Metropolitan Museum of Art and played a key role in its early development.
  • 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_69a2479dec388190967ba648663442c9 completed Feb. 28, 2026, 1:40 a.m.
NER Named-entity recognition batch_69a24876ada48190b366ba8b9320ebb0 completed Feb. 28, 2026, 1:44 a.m.
NED1 Entity disambiguation (via context triple) batch_69a291749c688190930934f54de48907 completed Feb. 28, 2026, 6:55 a.m.
NEDg Description generation batch_69a2935c6a3081909ddfe2c96166a1a5 completed Feb. 28, 2026, 7:03 a.m.
NED2 Entity disambiguation (via description) batch_69a293b1822c81908326fc1d3a5868be completed Feb. 28, 2026, 7:05 a.m.
Created at: Feb. 28, 2026, 1:44 a.m.