Triple

T1589822
Position Surface form Disambiguated ID Type / Status
Subject Herbert Hoover administration E34152 entity
Predicate cabinetMember P7820 FINISHED
Object James J. Davis
James J. Davis was a Welsh-born American labor leader and politician who served as U.S. Secretary of Labor in the early 20th century before becoming a long-time U.S. Senator from Pennsylvania.
E227467 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: James J. Davis | Statement: [Herbert Hoover administration, cabinetMember, James J. Davis]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: James J. Davis
Context triple: [Herbert Hoover administration, cabinetMember, James J. Davis]
  • A. George P. Davis
    George P. Davis was the taxpayer whose challenge to the Social Security Act’s payroll tax provisions led to the landmark 1937 U.S. Supreme Court case Helvering v. Davis.
  • B. Nathaniel P. Davis
    Nathaniel P. Davis was an American diplomat who served as the United States Ambassador to Hungary.
  • C. John R. Steelman
    John R. Steelman was an American administrator and labor mediator who served as a top aide to President Harry S. Truman and became one of the most influential behind-the-scenes figures in the postwar White House.
  • D. Julian C. Smith
    Julian C. Smith was a United States Marine Corps lieutenant general best known for leading the 2nd Marine Division in the Pacific Theater during World War II.
  • E. Sam J. Jones
    Sam J. Jones is an American actor best known for starring as the title character in the 1980 science fiction film "Flash Gordon."
  • 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: James J. Davis
Triple: [Herbert Hoover administration, cabinetMember, James J. Davis]
Generated description
James J. Davis was a Welsh-born American labor leader and politician who served as U.S. Secretary of Labor in the early 20th century before becoming a long-time U.S. Senator from Pennsylvania.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: James J. Davis
Target entity description: James J. Davis was a Welsh-born American labor leader and politician who served as U.S. Secretary of Labor in the early 20th century before becoming a long-time U.S. Senator from Pennsylvania.
  • A. George P. Davis
    George P. Davis was the taxpayer whose challenge to the Social Security Act’s payroll tax provisions led to the landmark 1937 U.S. Supreme Court case Helvering v. Davis.
  • B. Nathaniel P. Davis
    Nathaniel P. Davis was an American diplomat who served as the United States Ambassador to Hungary.
  • C. John R. Steelman
    John R. Steelman was an American administrator and labor mediator who served as a top aide to President Harry S. Truman and became one of the most influential behind-the-scenes figures in the postwar White House.
  • D. Julian C. Smith
    Julian C. Smith was a United States Marine Corps lieutenant general best known for leading the 2nd Marine Division in the Pacific Theater during World War II.
  • E. Sam J. Jones
    Sam J. Jones is an American actor best known for starring as the title character in the 1980 science fiction film "Flash Gordon."
  • 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_69a885fceb2c8190b47e0f7c0aefbff0 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a9090e251c81909ebb21a6b6262303 completed March 5, 2026, 4:39 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae1fb8b14c8190abbcc24f17fa8243 completed March 9, 2026, 1:17 a.m.
NEDg Description generation batch_69ae204fe6148190915219beb27128bc completed March 9, 2026, 1:20 a.m.
NED2 Entity disambiguation (via description) batch_69ae20d09c748190aebbfb88f0eedbaa completed March 9, 2026, 1:22 a.m.
Created at: March 4, 2026, 7:27 p.m.