Triple
T4224264
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Wilbur J. Cohen |
E94415
|
entity |
| Predicate | positionHeld |
P8
|
FINISHED |
| Object |
Assistant Secretary for Legislation of Health, Education, and Welfare
The Assistant Secretary for Legislation of Health, Education, and Welfare was a senior U.S. federal government official responsible for developing and coordinating the Department of Health, Education, and Welfare’s legislative agenda and relations with Congress.
|
E423596
|
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: Assistant Secretary for Legislation of Health, Education, and Welfare | Statement: [Wilbur J. Cohen, positionHeld, Assistant Secretary for Legislation of Health, Education, and Welfare]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Assistant Secretary for Legislation of Health, Education, and Welfare Context triple: [Wilbur J. Cohen, positionHeld, Assistant Secretary for Legislation of Health, Education, and Welfare]
-
A.
Under Secretary of Health, Education, and Welfare
The Under Secretary of Health, Education, and Welfare was a senior U.S. federal government official responsible for helping oversee national policies and programs in public health, education, and social welfare under the former Department of Health, Education, and Welfare.
-
B.
Assistant Secretary for Health
The Assistant Secretary for Health is a senior U.S. Department of Health and Human Services official who provides national leadership on public health policy and oversees key federal health initiatives and agencies.
-
C.
Assistant Secretary of Labor for Administration and Management
The Assistant Secretary of Labor for Administration and Management is a senior U.S. Department of Labor official responsible for overseeing the agency’s internal operations, including budget, human resources, information technology, and administrative services.
-
D.
Deputy Assistant Secretary for Health, U.S. Department of Health and Human Services
The Deputy Assistant Secretary for Health in the U.S. Department of Health and Human Services is a senior federal health policy and leadership role that supports the Assistant Secretary for Health in overseeing national public health initiatives and programs.
-
E.
Assistant Secretary of Labor for Public Affairs
The Assistant Secretary of Labor for Public Affairs is a senior U.S. Department of Labor official responsible for overseeing the agency’s communications, media relations, and public information strategies.
- 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: Assistant Secretary for Legislation of Health, Education, and Welfare Triple: [Wilbur J. Cohen, positionHeld, Assistant Secretary for Legislation of Health, Education, and Welfare]
Generated description
The Assistant Secretary for Legislation of Health, Education, and Welfare was a senior U.S. federal government official responsible for developing and coordinating the Department of Health, Education, and Welfare’s legislative agenda and relations with Congress.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Assistant Secretary for Legislation of Health, Education, and Welfare Target entity description: The Assistant Secretary for Legislation of Health, Education, and Welfare was a senior U.S. federal government official responsible for developing and coordinating the Department of Health, Education, and Welfare’s legislative agenda and relations with Congress.
-
A.
Under Secretary of Health, Education, and Welfare
The Under Secretary of Health, Education, and Welfare was a senior U.S. federal government official responsible for helping oversee national policies and programs in public health, education, and social welfare under the former Department of Health, Education, and Welfare.
-
B.
Assistant Secretary for Health
The Assistant Secretary for Health is a senior U.S. Department of Health and Human Services official who provides national leadership on public health policy and oversees key federal health initiatives and agencies.
-
C.
Assistant Secretary of Labor for Administration and Management
The Assistant Secretary of Labor for Administration and Management is a senior U.S. Department of Labor official responsible for overseeing the agency’s internal operations, including budget, human resources, information technology, and administrative services.
-
D.
Deputy Assistant Secretary for Health, U.S. Department of Health and Human Services
The Deputy Assistant Secretary for Health in the U.S. Department of Health and Human Services is a senior federal health policy and leadership role that supports the Assistant Secretary for Health in overseeing national public health initiatives and programs.
-
E.
Assistant Secretary of Labor for Public Affairs
The Assistant Secretary of Labor for Public Affairs is a senior U.S. Department of Labor official responsible for overseeing the agency’s communications, media relations, and public information strategies.
- 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_69b3453700a08190ae88792e3dc63207 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b34e4bf6088190926b982039a12079 |
completed | March 12, 2026, 11:37 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5a85c79a881908cadc892dc30d8ef |
completed | March 14, 2026, 6:26 p.m. |
| NEDg | Description generation | batch_69b5a9332eec8190bcc1063633f21d85 |
completed | March 14, 2026, 6:30 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5a99a4a9c8190a7e9bbc119d8d775 |
completed | March 14, 2026, 6:31 p.m. |
Created at: March 12, 2026, 11:04 p.m.