Triple
T1201631
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Department of Education Organization Act |
E25793
|
entity |
| Predicate | createdOffice |
P4759
|
FINISHED |
| Object |
Under Secretaries and Assistant Secretaries of Education
The Under Secretaries and Assistant Secretaries of Education are senior U.S. Department of Education officials who oversee major policy areas and programs, advising the Secretary and managing key operational and strategic functions of the department.
|
E137644
|
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: Under Secretaries and Assistant Secretaries of Education | Statement: [Department of Education Organization Act, createdOffice, Under Secretaries and Assistant Secretaries of Education]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Under Secretaries and Assistant Secretaries of Education Context triple: [Department of Education Organization Act, createdOffice, Under Secretaries and Assistant Secretaries of Education]
-
A.
Cabinet Secretaries
Cabinet Secretaries are the senior Scottish Government ministers who head major departments and collectively make high-level executive decisions within the Cabinet.
-
B.
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.
-
C.
Assistant Secretaries of Energy
Assistant Secretaries of Energy are senior U.S. Department of Energy officials who oversee major policy and program areas such as energy efficiency, fossil energy, nuclear energy, and environmental management.
-
D.
United States Secretary of Education
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.
-
E.
Assistant Secretaries of Transportation
Assistant Secretaries of Transportation are senior U.S. Department of Transportation officials who oversee key policy, program, and administrative areas under the Secretary of Transportation.
- 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: Under Secretaries and Assistant Secretaries of Education Triple: [Department of Education Organization Act, createdOffice, Under Secretaries and Assistant Secretaries of Education]
Generated description
The Under Secretaries and Assistant Secretaries of Education are senior U.S. Department of Education officials who oversee major policy areas and programs, advising the Secretary and managing key operational and strategic functions of the department.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Under Secretaries and Assistant Secretaries of Education Target entity description: The Under Secretaries and Assistant Secretaries of Education are senior U.S. Department of Education officials who oversee major policy areas and programs, advising the Secretary and managing key operational and strategic functions of the department.
-
A.
Cabinet Secretaries
Cabinet Secretaries are the senior Scottish Government ministers who head major departments and collectively make high-level executive decisions within the Cabinet.
-
B.
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.
-
C.
Assistant Secretaries of Energy
Assistant Secretaries of Energy are senior U.S. Department of Energy officials who oversee major policy and program areas such as energy efficiency, fossil energy, nuclear energy, and environmental management.
-
D.
United States Secretary of Education
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.
-
E.
Assistant Secretaries of Transportation
Assistant Secretaries of Transportation are senior U.S. Department of Transportation officials who oversee key policy, program, and administrative areas under the Secretary of Transportation.
- 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_69a49429f5ec8190a6a205eb0ae81e5e |
completed | March 1, 2026, 7:31 p.m. |
| NER | Named-entity recognition | batch_69a4bd9fece4819089a6a2d61e61fa2e |
completed | March 1, 2026, 10:28 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac7f3a48d48190ae5179312b52b3ee |
completed | March 7, 2026, 7:40 p.m. |
| NEDg | Description generation | batch_69ac7fc59a488190adbdf156aaff8c03 |
completed | March 7, 2026, 7:43 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac806a6d748190acc5cdfa8fb90a64 |
completed | March 7, 2026, 7:45 p.m. |
Created at: March 1, 2026, 7:46 p.m.