Triple
T6248453
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shirley Hufstedler |
E139982
|
entity |
| Predicate | positionHeld |
P8
|
FINISHED |
| Object | United States Secretary of Education |
E6563
|
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: United States Secretary of Education | Statement: [Shirley Hufstedler, positionHeld, United States Secretary of Education]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: United States Secretary of Education Context triple: [Shirley Hufstedler, positionHeld, United States Secretary of Education]
-
A.
United States Secretary of Education
chosen
The United States Secretary of Education is the head of the U.S. Department of Education, serving as the president’s chief advisor on federal education policy and administration.
-
B.
Secretary of Education
The Secretary of Education is the Philippine government’s chief official responsible for overseeing the national education system and leading the Department of Education.
-
C.
Assistant Secretary for Elementary and Secondary Education
The Assistant Secretary for Elementary and Secondary Education is a senior U.S. Department of Education official responsible for federal policies and programs affecting K–12 schooling nationwide.
-
D.
Minister of Education
The Minister of Education is the Israeli government cabinet member responsible for overseeing national education policy, school systems, and related cultural and pedagogical initiatives.
-
E.
Cabinet Secretary for Education
The Cabinet Secretary for Education is the senior Scottish Government minister responsible for overseeing education policy, schools, and related learning and skills across Scotland.
- 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_69c008b4858c819095b0199114a9a87b |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c0633a9a048190856d5247d3b28a2e |
completed | March 22, 2026, 9:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c5191d2d248190b34edca246ee74b8 |
completed | March 26, 2026, 11:31 a.m. |
Created at: March 22, 2026, 4:24 p.m.