Triple
T2958840
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Illinois executive branch |
E79996
|
entity |
| Predicate | includes |
P1393
|
FINISHED |
| Object |
Illinois Department of Human Services
The Illinois Department of Human Services is a state agency that administers a wide range of social service, mental health, disability, and public assistance programs for residents of Illinois.
|
E313378
|
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: Illinois Department of Human Services | Statement: [Illinois executive branch, includes, Illinois Department of Human Services]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Illinois Department of Human Services Context triple: [Illinois executive branch, includes, Illinois Department of Human Services]
-
A.
Illinois Department of Children and Family Services
The Illinois Department of Children and Family Services is the state agency responsible for protecting children from abuse and neglect and providing child welfare and family support services across Illinois.
-
B.
Chicago Department of Family and Support Services
The Chicago Department of Family and Support Services is a city agency that delivers social services and support programs to children, seniors, families, and vulnerable residents across Chicago.
-
C.
Illinois Department of Public Health
The Illinois Department of Public Health is the statewide government agency responsible for protecting public health in Illinois through disease prevention, health promotion, and regulation of health standards.
-
D.
Iowa Department of Human Services
The Iowa Department of Human Services is the state agency responsible for administering public assistance, health, and social service programs for Iowa residents.
-
E.
Illinois Department of Veterans’ Affairs
The Illinois Department of Veterans’ Affairs is a state agency responsible for providing services, support, and advocacy to military veterans and their families throughout Illinois.
- 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: Illinois Department of Human Services Triple: [Illinois executive branch, includes, Illinois Department of Human Services]
Generated description
The Illinois Department of Human Services is a state agency that administers a wide range of social service, mental health, disability, and public assistance programs for residents of Illinois.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Illinois Department of Human Services Target entity description: The Illinois Department of Human Services is a state agency that administers a wide range of social service, mental health, disability, and public assistance programs for residents of Illinois.
-
A.
Illinois Department of Children and Family Services
The Illinois Department of Children and Family Services is the state agency responsible for protecting children from abuse and neglect and providing child welfare and family support services across Illinois.
-
B.
Chicago Department of Family and Support Services
The Chicago Department of Family and Support Services is a city agency that delivers social services and support programs to children, seniors, families, and vulnerable residents across Chicago.
-
C.
Illinois Department of Public Health
The Illinois Department of Public Health is the statewide government agency responsible for protecting public health in Illinois through disease prevention, health promotion, and regulation of health standards.
-
D.
Iowa Department of Human Services
The Iowa Department of Human Services is the state agency responsible for administering public assistance, health, and social service programs for Iowa residents.
-
E.
Illinois Department of Veterans’ Affairs
The Illinois Department of Veterans’ Affairs is a state agency responsible for providing services, support, and advocacy to military veterans and their families throughout Illinois.
- 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_69ad8b1341848190bd19dbf46892887d |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad992c4c7c819084b5bef299255181 |
completed | March 8, 2026, 3:43 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b0fc8df3f481908ba71ab72e68938e |
completed | March 11, 2026, 5:24 a.m. |
| NEDg | Description generation | batch_69b0fd174d3c8190b57a98ba324ce93c |
completed | March 11, 2026, 5:26 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b0fda9e3e08190a765ebd814de8466 |
completed | March 11, 2026, 5:29 a.m. |
Created at: March 8, 2026, 2:57 p.m.