Triple
T17005855
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | CLASS Act |
E412567
|
entity |
| Predicate | implementationHaltedBy |
P126155
|
FINISHED |
| Object | U.S. Department of Health and Human Services |
E6047
|
NE FINISHED |
How this triple was built (3 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: U.S. Department of Health and Human Services | Statement: [CLASS Act, implementationHaltedBy, U.S. Department of Health and Human Services]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: U.S. Department of Health and Human Services Context triple: [CLASS Act, implementationHaltedBy, U.S. Department of Health and Human Services]
-
A.
United States Department of Health and Human Services
chosen
The United States Department of Health and Human Services is a federal executive department responsible for protecting the health of Americans and providing essential human services, particularly for those least able to help themselves.
-
B.
Executive Office of Health and Human Services
The Executive Office of Health and Human Services is the Massachusetts state agency responsible for overseeing and coordinating a broad range of public health, human services, and social support programs.
-
C.
Office of the Secretary of Health and Human Services
The Office of the Secretary of Health and Human Services is the top executive office within the U.S. Department of Health and Human Services, overseeing the department’s policies, programs, and strategic direction.
-
D.
Health Resources and Services Administration
The Health Resources and Services Administration is a U.S. federal agency that improves access to health care services for people who are uninsured, isolated, or medically vulnerable.
-
E.
Department of Health, Education, and Welfare
The Department of Health, Education, and Welfare was a former U.S. Cabinet-level department responsible for overseeing federal programs related to public health, education, and social welfare before it was reorganized into separate agencies.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: implementationHaltedBy Context triple: [CLASS Act, implementationHaltedBy, U.S. Department of Health and Human Services]
-
A.
halted
Indicates that an ongoing process, action, or movement has been stopped or brought to an end.
-
B.
terminationImplementedIn
Indicates that a specific termination or ending process is realized, carried out, or embodied within a particular implementation or system.
-
C.
constructionHalted
Indicates that an ongoing construction activity or project has been stopped or suspended before completion.
-
D.
stoppedBy
Indicates that one entity causes another entity to cease moving, operating, or continuing an action.
-
E.
implementationStatus
Indicates the current state or progress of carrying out or realizing something, such as a plan, design, or requirement.
- 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_69d886cb581c8190ab05f4b429c9cd85 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3d3831268819089286053a5acf653 |
completed | April 18, 2026, 6:54 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a011b451ff88190b63f4ebddf93f153 |
completed | May 10, 2026, 11:56 p.m. |
| PD | Predicate disambiguation | batch_69e35d552bc08190af17ef7659e094ef |
completed | April 18, 2026, 10:30 a.m. |
| PDg | Predicate description generation | batch_69e378e037c88190935d732e0f10d5d7 |
completed | April 18, 2026, 12:28 p.m. |
Created at: April 10, 2026, 5:32 a.m.