Triple

T5539418
Position Surface form Disambiguated ID Type / Status
Subject Henry Muhlenberg E145249 entity
Predicate child P120 FINISHED
Object 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.
E530388 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: Peter Muhlenberg | Statement: [Henry Muhlenberg, child, Peter Muhlenberg]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Peter Muhlenberg
Context triple: [Henry Muhlenberg, child, Peter Muhlenberg]
  • A. 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.
  • B. 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.
  • C. Joseph L. Galloway
    Joseph L. Galloway was an American war correspondent and author best known for his frontline reporting during the Vietnam War and co-authoring the book "We Were Soldiers Once... and Young."
  • D. James Rush
    James Rush is the child of Australian actress Jane Menelaus and is primarily known in relation to his parents’ public profiles.
  • E. Charles Maclay
    Charles Maclay was a 19th-century American politician, land developer, and founder of the city of San Fernando in California.
  • 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: Peter Muhlenberg
Triple: [Henry Muhlenberg, child, Peter Muhlenberg]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Peter Muhlenberg
Target entity description: 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.
  • A. 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.
  • B. 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.
  • C. Joseph L. Galloway
    Joseph L. Galloway was an American war correspondent and author best known for his frontline reporting during the Vietnam War and co-authoring the book "We Were Soldiers Once... and Young."
  • D. James Rush
    James Rush is the child of Australian actress Jane Menelaus and is primarily known in relation to his parents’ public profiles.
  • E. Charles Maclay
    Charles Maclay was a 19th-century American politician, land developer, and founder of the city of San Fernando in California.
  • 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_69c0281bfcc48190a0e4e51b4dca5a4b completed March 22, 2026, 5:34 p.m.
NEDg Description generation batch_69c0362dc2648190b1cb81d6aa3050da completed March 22, 2026, 6:34 p.m.
NED2 Entity disambiguation (via description) batch_69c036adf9ac8190aed5688d67e52304 completed March 22, 2026, 6:36 p.m.
Created at: March 22, 2026, 3:35 p.m.