Triple
T8815452
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Perkins |
E209764
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object | Frances Perkins (U.S. Secretary of Labor) |
E39812
|
NE FINISHED |
How this triple was built (2 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 (U.S. Secretary of Labor) | Statement: [Perkins, hasNotableBearer, Frances Perkins (U.S. Secretary of Labor)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Frances Perkins (U.S. Secretary of Labor) Context triple: [Perkins, hasNotableBearer, Frances Perkins (U.S. Secretary of Labor)]
-
A.
Frances Perkins
chosen
Frances Perkins was the first female U.S. Secretary of Labor and a key architect of New Deal social welfare policies, including Social Security.
-
B.
Grace Abbott
Grace Abbott was an American social worker and reformer known for her leadership in child welfare and immigrant rights in the early 20th century.
-
C.
Julia Lathrop
Julia Lathrop was an American social reformer and pioneering advocate for child welfare and mental health who became the first woman to head a U.S. federal agency.
-
D.
Alma Morgenthau
Alma Morgenthau was an American socialite and philanthropist from the prominent Morgenthau family, known for her connections to finance, diplomacy, and Jewish-American civic life.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ca8363f3308190a47e3f1ebd51f613 |
completed | March 30, 2026, 2:06 p.m. |
| NER | Named-entity recognition | batch_69cc5ff2ff248190bafcafe8b3860e53 |
completed | March 31, 2026, 11:59 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cf89357b488190997f368079ef7e1e |
completed | April 3, 2026, 9:32 a.m. |
Created at: March 30, 2026, 6:45 p.m.