Triple
T1303623
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Maryland Department of Human Services |
E27822
|
entity |
| Predicate | administersProgram |
P86
|
FINISHED |
| Object |
Child Support Administration in Maryland
The Child Support Administration in Maryland is a state program that establishes, enforces, and collects child support to ensure the financial well-being of children and families.
|
E27822
|
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: Child Support Administration in Maryland | Statement: [Maryland Department of Human Services, administersProgram, Child Support Administration in Maryland]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Child Support Administration in Maryland Context triple: [Maryland Department of Human Services, administersProgram, Child Support Administration in Maryland]
-
A.
Maryland Department of Human Services
The Maryland Department of Human Services is the state’s primary social services agency, responsible for administering programs that support vulnerable children, families, and adults across Maryland.
-
B.
Administration for Children and Families
The Administration for Children and Families is a U.S. federal agency within the Department of Health and Human Services that administers programs promoting the economic and social well-being of children, families, and communities.
-
C.
District of Columbia Child and Family Services Agency
The District of Columbia Child and Family Services Agency is the DC government agency responsible for protecting children from abuse and neglect and providing child welfare and family support services in Washington, D.C.
-
D.
Massachusetts Department of Children and Families
The Massachusetts Department of Children and Families is the state agency responsible for protecting children from abuse and neglect and providing child welfare and family support services across Massachusetts.
-
E.
Maryland Division of Administrative Services
The Maryland Division of Administrative Services is a unit within the state’s public safety and corrections system that provides administrative, operational, and support functions to facilitate the effective management of correctional and public safety programs.
- 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: Child Support Administration in Maryland Triple: [Maryland Department of Human Services, administersProgram, Child Support Administration in Maryland]
Generated description
The Child Support Administration in Maryland is a state program that establishes, enforces, and collects child support to ensure the financial well-being of children and families.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Child Support Administration in Maryland Target entity description: The Child Support Administration in Maryland is a state program that establishes, enforces, and collects child support to ensure the financial well-being of children and families.
-
A.
Maryland Department of Human Services
chosen
The Maryland Department of Human Services is the state’s primary social services agency, responsible for administering programs that support vulnerable children, families, and adults across Maryland.
-
B.
Administration for Children and Families
The Administration for Children and Families is a U.S. federal agency within the Department of Health and Human Services that administers programs promoting the economic and social well-being of children, families, and communities.
-
C.
District of Columbia Child and Family Services Agency
The District of Columbia Child and Family Services Agency is the DC government agency responsible for protecting children from abuse and neglect and providing child welfare and family support services in Washington, D.C.
-
D.
Massachusetts Department of Children and Families
The Massachusetts Department of Children and Families is the state agency responsible for protecting children from abuse and neglect and providing child welfare and family support services across Massachusetts.
-
E.
Maryland Division of Administrative Services
The Maryland Division of Administrative Services is a unit within the state’s public safety and corrections system that provides administrative, operational, and support functions to facilitate the effective management of correctional and public safety programs.
- F. None of above.
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_69a496d7d83481908f83085854e51328 |
completed | March 1, 2026, 7:43 p.m. |
| NER | Named-entity recognition | batch_69a4c116d7d881908ee631258f80980e |
completed | March 1, 2026, 10:43 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69acb3046a888190956f6bedb6ec589f |
completed | March 7, 2026, 11:21 p.m. |
| NEDg | Description generation | batch_69acb370c7cc81908a78bb5438416db6 |
completed | March 7, 2026, 11:23 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69acb409b4d0819081266cf3e6c09164 |
completed | March 7, 2026, 11:26 p.m. |
Created at: March 1, 2026, 7:51 p.m.