Triple
T3820898
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | state government of Alabama |
E84368
|
entity |
| Predicate | hasAgency |
P3933
|
FINISHED |
| Object |
Alabama Department of Human Resources
The Alabama Department of Human Resources is the state agency responsible for administering public assistance, child welfare, and other social service programs for Alabama residents.
|
E391864
|
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: Alabama Department of Human Resources | Statement: [state government of Alabama, hasAgency, Alabama Department of Human Resources]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Alabama Department of Human Resources Context triple: [state government of Alabama, hasAgency, Alabama Department of Human Resources]
-
A.
Georgia Department of Human Services
The Georgia Department of Human Services is the state agency responsible for administering social services and assistance programs that support the well-being and self-sufficiency of Georgia residents.
-
B.
Mississippi Department of Finance and Administration
The Mississippi Department of Finance and Administration is a state government agency responsible for managing Mississippi’s financial operations, budgeting, and various administrative services.
-
C.
Alaska Department of Labor and Workforce Development
The Alaska Department of Labor and Workforce Development is a state agency responsible for overseeing employment standards, workforce training, unemployment insurance, and labor market services in Alaska.
-
D.
Alabama Department of Conservation and Natural Resources
The Alabama Department of Conservation and Natural Resources is the state agency responsible for managing Alabama’s natural resources, including its state parks, wildlife, and outdoor recreation areas.
-
E.
Alabama Department of Transportation
The Alabama Department of Transportation is the state government agency responsible for planning, building, and maintaining Alabama’s highway and transportation infrastructure.
- 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: Alabama Department of Human Resources Triple: [state government of Alabama, hasAgency, Alabama Department of Human Resources]
Generated description
The Alabama Department of Human Resources is the state agency responsible for administering public assistance, child welfare, and other social service programs for Alabama residents.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Alabama Department of Human Resources Target entity description: The Alabama Department of Human Resources is the state agency responsible for administering public assistance, child welfare, and other social service programs for Alabama residents.
-
A.
Georgia Department of Human Services
The Georgia Department of Human Services is the state agency responsible for administering social services and assistance programs that support the well-being and self-sufficiency of Georgia residents.
-
B.
Mississippi Department of Finance and Administration
The Mississippi Department of Finance and Administration is a state government agency responsible for managing Mississippi’s financial operations, budgeting, and various administrative services.
-
C.
Alaska Department of Labor and Workforce Development
The Alaska Department of Labor and Workforce Development is a state agency responsible for overseeing employment standards, workforce training, unemployment insurance, and labor market services in Alaska.
-
D.
Alabama Department of Conservation and Natural Resources
The Alabama Department of Conservation and Natural Resources is the state agency responsible for managing Alabama’s natural resources, including its state parks, wildlife, and outdoor recreation areas.
-
E.
Alabama Department of Transportation
The Alabama Department of Transportation is the state government agency responsible for planning, building, and maintaining Alabama’s highway and transportation infrastructure.
- 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_69aed931f5908190be2c07af66d4df25 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aeea61a63c819086e16b89d2ea2157 |
completed | March 9, 2026, 3:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4fb4998248190b4174dd80a8e790c |
completed | March 14, 2026, 6:08 a.m. |
| NEDg | Description generation | batch_69b4ffcf7e24819098cf2e46b92bed4a |
completed | March 14, 2026, 6:27 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b500596e308190a31e44c24de3f31d |
completed | March 14, 2026, 6:29 a.m. |
Created at: March 9, 2026, 3:17 p.m.