Triple
T1303626
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Maryland Department of Human Services |
E27822
|
entity |
| Predicate | administersProgram |
P86
|
FINISHED |
| Object |
Adoption Assistance Program in Maryland
The Adoption Assistance Program in Maryland is a state-supported initiative that provides financial and supportive services to help families adopt and care for children with special needs from the foster care system.
|
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: Adoption Assistance Program in Maryland | Statement: [Maryland Department of Human Services, administersProgram, Adoption Assistance Program in Maryland]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Adoption Assistance Program in Maryland Context triple: [Maryland Department of Human Services, administersProgram, Adoption Assistance Program 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.
Aid to Dependent Children
Aid to Dependent Children was a New Deal-era federal assistance program that provided cash support to low-income families with children, particularly single-mother households, in the United States.
-
C.
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.
-
D.
Shelter Plus Care program
The Shelter Plus Care program is a federal supportive housing initiative that provides rental assistance and services to help homeless individuals with disabilities achieve stable, long-term housing.
-
E.
McKinney-Vento Homeless Assistance Act
The McKinney-Vento Homeless Assistance Act is a key U.S. federal law that provides funding and protections to address homelessness, including ensuring educational access and support for children and youth experiencing homelessness.
- 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: Adoption Assistance Program in Maryland Triple: [Maryland Department of Human Services, administersProgram, Adoption Assistance Program in Maryland]
Generated description
The Adoption Assistance Program in Maryland is a state-supported initiative that provides financial and supportive services to help families adopt and care for children with special needs from the foster care system.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Adoption Assistance Program in Maryland Target entity description: The Adoption Assistance Program in Maryland is a state-supported initiative that provides financial and supportive services to help families adopt and care for children with special needs from the foster care system.
-
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.
Aid to Dependent Children
Aid to Dependent Children was a New Deal-era federal assistance program that provided cash support to low-income families with children, particularly single-mother households, in the United States.
-
C.
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.
-
D.
Shelter Plus Care program
The Shelter Plus Care program is a federal supportive housing initiative that provides rental assistance and services to help homeless individuals with disabilities achieve stable, long-term housing.
-
E.
McKinney-Vento Homeless Assistance Act
The McKinney-Vento Homeless Assistance Act is a key U.S. federal law that provides funding and protections to address homelessness, including ensuring educational access and support for children and youth experiencing homelessness.
- 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_69acbae9c8a88190bf9de136a41c82a4 |
completed | March 7, 2026, 11:55 p.m. |
| NEDg | Description generation | batch_69acbbaaa7108190aac908e9fec6d186 |
completed | March 7, 2026, 11:58 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69acbbfee7e88190b216beef1c862f64 |
completed | March 7, 2026, 11:59 p.m. |
Created at: March 1, 2026, 7:51 p.m.