Triple
T303577
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Committee on Economic Security |
E6248
|
entity |
| Predicate | hasChairperson |
P10
|
FINISHED |
| Object |
Frances Perkins
Frances Perkins was the first female U.S. Secretary of Labor and a key architect of New Deal social welfare policies, including Social Security.
|
E39812
|
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: Frances Perkins | Statement: [Committee on Economic Security, hasChairperson, Frances Perkins]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Frances Perkins Context triple: [Committee on Economic Security, hasChairperson, Frances Perkins]
-
A.
Eleanor Roosevelt
Eleanor Roosevelt was a prominent American political figure, diplomat, and activist who redefined the role of First Lady and championed human rights and social justice worldwide.
-
B.
Lou Henry Hoover
Lou Henry Hoover was an American First Lady, geologist, and humanitarian known for her advocacy of women's education and her active public role during Herbert Hoover's presidency.
-
C.
Harry Hopkins
Harry Hopkins was a key American social worker and close advisor to President Franklin D. Roosevelt who directed major New Deal relief programs during the Great Depression.
-
D.
Nora Stanton Blatch
Nora Stanton Blatch was a pioneering American civil engineer, architect, and women's rights activist who was among the first women in the United States to earn an engineering degree.
-
E.
Helen Pitts Douglass
Helen Pitts Douglass was an American suffragist and abolitionist best known for being the second wife of Frederick Douglass and for preserving his legacy through the establishment of the Frederick Douglass Memorial and Historical Association.
- 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: Frances Perkins Triple: [Committee on Economic Security, hasChairperson, Frances Perkins]
Generated description
Frances Perkins was the first female U.S. Secretary of Labor and a key architect of New Deal social welfare policies, including Social Security.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Frances Perkins Target entity description: Frances Perkins was the first female U.S. Secretary of Labor and a key architect of New Deal social welfare policies, including Social Security.
-
A.
Eleanor Roosevelt
Eleanor Roosevelt was a prominent American political figure, diplomat, and activist who redefined the role of First Lady and championed human rights and social justice worldwide.
-
B.
Lou Henry Hoover
Lou Henry Hoover was an American First Lady, geologist, and humanitarian known for her advocacy of women's education and her active public role during Herbert Hoover's presidency.
-
C.
Harry Hopkins
Harry Hopkins was a key American social worker and close advisor to President Franklin D. Roosevelt who directed major New Deal relief programs during the Great Depression.
-
D.
Nora Stanton Blatch
Nora Stanton Blatch was a pioneering American civil engineer, architect, and women's rights activist who was among the first women in the United States to earn an engineering degree.
-
E.
Helen Pitts Douglass
Helen Pitts Douglass was an American suffragist and abolitionist best known for being the second wife of Frederick Douglass and for preserving his legacy through the establishment of the Frederick Douglass Memorial and Historical Association.
- 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_69a2e79230508190b912ecb555aae17e |
completed | Feb. 28, 2026, 1:03 p.m. |
| NER | Named-entity recognition | batch_69a2ea1032e48190864338e030d9dc92 |
completed | Feb. 28, 2026, 1:13 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a3b472eda88190b573432ba2295162 |
completed | March 1, 2026, 3:37 a.m. |
| NEDg | Description generation | batch_69a3b700f9208190b7e0a75e6b8fae85 |
completed | March 1, 2026, 3:48 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a3b74aeb008190b7db0f09d944f952 |
completed | March 1, 2026, 3:49 a.m. |
Created at: Feb. 28, 2026, 1:06 p.m.