Triple

T5539420
Position Surface form Disambiguated ID Type / Status
Subject Henry Muhlenberg E145249 entity
Predicate child P120 FINISHED
Object Gotthilf Henry Ernest Muhlenberg
Gotthilf Henry Ernest Muhlenberg was an American Lutheran clergyman and pioneering botanist best known for his work on North American grasses and for having the plant genus Muhlenbergia named in his honor.
E538970 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: Gotthilf Henry Ernest Muhlenberg | Statement: [Henry Muhlenberg, child, Gotthilf Henry Ernest Muhlenberg]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gotthilf Henry Ernest Muhlenberg
Context triple: [Henry Muhlenberg, child, Gotthilf Henry Ernest Muhlenberg]
  • A. Peter Muhlenberg
    Peter Muhlenberg was an American Lutheran minister and Continental Army general during the Revolutionary War, best known for dramatically leaving his pulpit to join the fight for independence and later serving in the early U.S. Congress.
  • B. Henry Muhlenberg
    Henry Muhlenberg was a prominent 18th-century Lutheran minister and missionary often regarded as the patriarch of the Lutheran Church in America.
  • C. Paul Luther
    Paul Luther was a 16th-century German physician and the son of the Protestant Reformer Martin Luther.
  • D. Louis Bache
    Louis Bache was a member of the prominent Bache family of early America, known primarily as the brother of Sarah Franklin Bache, Benjamin Franklin’s daughter.
  • E. 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.
  • 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: Gotthilf Henry Ernest Muhlenberg
Triple: [Henry Muhlenberg, child, Gotthilf Henry Ernest Muhlenberg]
Generated description
Gotthilf Henry Ernest Muhlenberg was an American Lutheran clergyman and pioneering botanist best known for his work on North American grasses and for having the plant genus Muhlenbergia named in his honor.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gotthilf Henry Ernest Muhlenberg
Target entity description: Gotthilf Henry Ernest Muhlenberg was an American Lutheran clergyman and pioneering botanist best known for his work on North American grasses and for having the plant genus Muhlenbergia named in his honor.
  • A. Peter Muhlenberg
    Peter Muhlenberg was an American Lutheran minister and Continental Army general during the Revolutionary War, best known for dramatically leaving his pulpit to join the fight for independence and later serving in the early U.S. Congress.
  • B. Henry Muhlenberg
    Henry Muhlenberg was a prominent 18th-century Lutheran minister and missionary often regarded as the patriarch of the Lutheran Church in America.
  • C. Paul Luther
    Paul Luther was a 16th-century German physician and the son of the Protestant Reformer Martin Luther.
  • D. Louis Bache
    Louis Bache was a member of the prominent Bache family of early America, known primarily as the brother of Sarah Franklin Bache, Benjamin Franklin’s daughter.
  • E. 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.
  • 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_69c008fa64888190adae56c8f9ea4031 completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c01fb487648190948493fe96cec0ff completed March 22, 2026, 4:58 p.m.
NED1 Entity disambiguation (via context triple) batch_69c059df62ac8190865dda631da4cec0 completed March 22, 2026, 9:06 p.m.
NEDg Description generation batch_69c05b3696c0819081e869a229fb881f completed March 22, 2026, 9:12 p.m.
NED2 Entity disambiguation (via description) batch_69c05bb8a4988190b1b27f42e22d0187 completed March 22, 2026, 9:14 p.m.
Created at: March 22, 2026, 3:35 p.m.