Triple
T2777895
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Government of Iowa |
E61618
|
entity |
| Predicate | hasAgency |
P3933
|
FINISHED |
| Object |
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.
|
E296420
|
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: Iowa Department of Human Services | Statement: [Government of Iowa, hasAgency, Iowa Department of Human Services]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Iowa Department of Human Services Context triple: [Government of Iowa, hasAgency, Iowa Department of Human Services]
-
A.
Iowa Department of Education
The Iowa Department of Education is the state agency responsible for overseeing public education, setting academic standards, and providing guidance and support to school districts across Iowa.
-
B.
Government of Iowa
The Government of Iowa is the state’s executive, legislative, and judicial authority responsible for administering public policy, services, and regulation within the U.S. state of Iowa.
-
C.
Department of Human Services
The Department of Human Services is a local government agency in Arlington County that provides social, health, and support services to residents in need.
-
D.
Oregon Department of Human Services
The Oregon Department of Human Services is the state agency responsible for providing social services and assistance programs to support the health, safety, and well-being of Oregon residents.
-
E.
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.
- 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: Iowa Department of Human Services Triple: [Government of Iowa, hasAgency, Iowa Department of Human Services]
Generated description
The Iowa Department of Human Services is the state agency responsible for administering public assistance, health, and social service programs for Iowa residents.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Iowa Department of Human Services Target entity description: The Iowa Department of Human Services is the state agency responsible for administering public assistance, health, and social service programs for Iowa residents.
-
A.
Iowa Department of Education
The Iowa Department of Education is the state agency responsible for overseeing public education, setting academic standards, and providing guidance and support to school districts across Iowa.
-
B.
Government of Iowa
The Government of Iowa is the state’s executive, legislative, and judicial authority responsible for administering public policy, services, and regulation within the U.S. state of Iowa.
-
C.
Department of Human Services
The Department of Human Services is a local government agency in Arlington County that provides social, health, and support services to residents in need.
-
D.
Oregon Department of Human Services
The Oregon Department of Human Services is the state agency responsible for providing social services and assistance programs to support the health, safety, and well-being of Oregon residents.
-
E.
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.
- 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_69ab4b7e43c48190997b8fc8fb1663ab |
completed | March 6, 2026, 9:47 p.m. |
| NER | Named-entity recognition | batch_69abdd83c5fc8190936b971d5577d3f9 |
completed | March 7, 2026, 8:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afc05adf908190bd16bbb6f8ea213a |
completed | March 10, 2026, 6:55 a.m. |
| NEDg | Description generation | batch_69afc0d32d5881908b80e0bfca5cd873 |
completed | March 10, 2026, 6:57 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69afc13548088190a2d5f48144c853a4 |
completed | March 10, 2026, 6:59 a.m. |
Created at: March 6, 2026, 9:57 p.m.