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.