Triple

T8574821
Position Surface form Disambiguated ID Type / Status
Subject John F. Shafroth E203021 entity
Predicate memberOfPoliticalParty P10 FINISHED
Object Silver Republican Party
The Silver Republican Party was a late 19th-century U.S. political party that split from the Republicans to advocate for the free coinage of silver and bimetallism during the monetary policy debates of the 1890s.
E742597 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: Silver Republican Party | Statement: [John F. Shafroth, memberOfPoliticalParty, Silver Republican Party]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Silver Republican Party
Context triple: [John F. Shafroth, memberOfPoliticalParty, Silver Republican Party]
  • A. New Republic Party
    The New Republic Party was a short-lived South African political party that emerged in the late 1970s as a more moderate, reform-oriented successor to the long-dominant United Party during the apartheid era.
  • B. Democratic Liberal Republican Party
    The Democratic Liberal Republican Party was a Spanish political party of the early 20th century associated with liberal republicanism and figures such as Niceto Alcalá-Zamora, who later became the first president of the Second Spanish Republic.
  • C. Adams Party
    The Adams Party was a short-lived early 19th-century American political faction aligned with the policies and leadership of John Quincy Adams.
  • D. Democratic Republican Alliance
    The Democratic Republican Alliance was a major center-right liberal and secular political party of the French Third Republic, influential in early 20th-century French politics.
  • E. Liberal Republican Party (United States)
    The Liberal Republican Party (United States) was a short-lived 19th-century political party formed in opposition to Ulysses S. Grant’s administration, advocating civil service reform, an end to Reconstruction-era military interventions in the South, and a more moderate post–Civil War reconciliation policy.
  • 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: Silver Republican Party
Triple: [John F. Shafroth, memberOfPoliticalParty, Silver Republican Party]
Generated description
The Silver Republican Party was a late 19th-century U.S. political party that split from the Republicans to advocate for the free coinage of silver and bimetallism during the monetary policy debates of the 1890s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Silver Republican Party
Target entity description: The Silver Republican Party was a late 19th-century U.S. political party that split from the Republicans to advocate for the free coinage of silver and bimetallism during the monetary policy debates of the 1890s.
  • A. New Republic Party
    The New Republic Party was a short-lived South African political party that emerged in the late 1970s as a more moderate, reform-oriented successor to the long-dominant United Party during the apartheid era.
  • B. Democratic Liberal Republican Party
    The Democratic Liberal Republican Party was a Spanish political party of the early 20th century associated with liberal republicanism and figures such as Niceto Alcalá-Zamora, who later became the first president of the Second Spanish Republic.
  • C. Adams Party
    The Adams Party was a short-lived early 19th-century American political faction aligned with the policies and leadership of John Quincy Adams.
  • D. Democratic Republican Alliance
    The Democratic Republican Alliance was a major center-right liberal and secular political party of the French Third Republic, influential in early 20th-century French politics.
  • E. Liberal Republican Party (United States)
    The Liberal Republican Party (United States) was a short-lived 19th-century political party formed in opposition to Ulysses S. Grant’s administration, advocating civil service reform, an end to Reconstruction-era military interventions in the South, and a more moderate post–Civil War reconciliation policy.
  • 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_69ca8328ebe481909a8c038fa79959b4 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbea947f188190af469babaa73ddf6 completed March 31, 2026, 3:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce8995d1d081909f6a27220c2c267e completed April 2, 2026, 3:21 p.m.
NEDg Description generation batch_69ce8a9df47c81909ba9ef8dff1db7b1 completed April 2, 2026, 3:26 p.m.
NED2 Entity disambiguation (via description) batch_69ce8b48841c8190bcf11aeb25355649 completed April 2, 2026, 3:29 p.m.
Created at: March 30, 2026, 6:21 p.m.