Triple

T2349801
Position Surface form Disambiguated ID Type / Status
Subject Warren G. Harding E47419 entity
Predicate spouse P13 FINISHED
Object Florence Harding
Florence Harding was the influential First Lady of the United States during Warren G. Harding’s presidency, known for her active political involvement and strong public presence in the early 1920s.
E259116 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: Florence Harding | Statement: [Warren G. Harding, spouse, Florence Harding]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Florence Harding
Context triple: [Warren G. Harding, spouse, Florence Harding]
  • A. Helen Herron Taft
    Helen Herron Taft was the First Lady of the United States from 1909 to 1913, known for her influential role in Washington society and for initiating the planting of Japanese cherry trees around the Tidal Basin in Washington, D.C.
  • B. Marion Cleveland
    Marion Cleveland was the daughter of U.S. President Grover Cleveland and First Lady Frances Folsom Cleveland, known as one of the first children born to a sitting American president in the White House.
  • C. Grace Coolidge
    Grace Coolidge was the First Lady of the United States from 1923 to 1929, known for her charm, social grace, and advocacy for the deaf community.
  • D. Lucy Webb Hayes
    Lucy Webb Hayes was the First Lady of the United States from 1877 to 1881, known for her advocacy of temperance and her active role in social and political life during her husband Rutherford B. Hayes’s presidency.
  • E. Ruth Cleveland
    Ruth Cleveland was the eldest daughter of U.S. President Grover Cleveland, who became a popular public figure and namesake for the Baby Ruth candy bar before her early death in childhood.
  • 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: Florence Harding
Triple: [Warren G. Harding, spouse, Florence Harding]
Generated description
Florence Harding was the influential First Lady of the United States during Warren G. Harding’s presidency, known for her active political involvement and strong public presence in the early 1920s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Florence Harding
Target entity description: Florence Harding was the influential First Lady of the United States during Warren G. Harding’s presidency, known for her active political involvement and strong public presence in the early 1920s.
  • A. Helen Herron Taft
    Helen Herron Taft was the First Lady of the United States from 1909 to 1913, known for her influential role in Washington society and for initiating the planting of Japanese cherry trees around the Tidal Basin in Washington, D.C.
  • B. Marion Cleveland
    Marion Cleveland was the daughter of U.S. President Grover Cleveland and First Lady Frances Folsom Cleveland, known as one of the first children born to a sitting American president in the White House.
  • C. Grace Coolidge
    Grace Coolidge was the First Lady of the United States from 1923 to 1929, known for her charm, social grace, and advocacy for the deaf community.
  • D. Lucy Webb Hayes
    Lucy Webb Hayes was the First Lady of the United States from 1877 to 1881, known for her advocacy of temperance and her active role in social and political life during her husband Rutherford B. Hayes’s presidency.
  • E. Ruth Cleveland
    Ruth Cleveland was the eldest daughter of U.S. President Grover Cleveland, who became a popular public figure and namesake for the Baby Ruth candy bar before her early death in childhood.
  • 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_69a88a1b678c8190bce986922ba60ce0 completed March 4, 2026, 7:38 p.m.
NER Named-entity recognition batch_69abc6cfffc88190b49433f52581420e completed March 7, 2026, 6:33 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae962cb7988190bb2bb23191acf6ae completed March 9, 2026, 9:43 a.m.
NEDg Description generation batch_69ae9a035b70819096f2d556fb14313b completed March 9, 2026, 9:59 a.m.
NED2 Entity disambiguation (via description) batch_69ae9af22c688190b1c8bb169f5658ca completed March 9, 2026, 10:03 a.m.
Created at: March 4, 2026, 7:54 p.m.