Triple
T1484271
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Administration for Children and Families |
E29428
|
entity |
| Predicate | hasDivision |
P35
|
FINISHED |
| Object |
Office of Family Assistance
The Office of Family Assistance is a division within the U.S. Department of Health and Human Services that oversees federal programs providing cash assistance and support services to low-income families, including Temporary Assistance for Needy Families (TANF).
|
E29428
|
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: Office of Family Assistance | Statement: [Administration for Children and Families, hasDivision, Office of Family Assistance]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Office of Family Assistance Context triple: [Administration for Children and Families, hasDivision, Office of Family Assistance]
-
A.
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.
-
B.
Office of Domestic Social Development
The Office of Domestic Social Development is a department of the United States Conference of Catholic Bishops that focuses on public policy and advocacy related to social justice and domestic issues within the United States.
-
C.
Protective Services Bureau
The Protective Services Bureau is a specialized division of the United States Capitol Police responsible for safeguarding members of Congress, key facilities, and critical events associated with the U.S. Capitol.
-
D.
Office of Economic Opportunity
The Office of Economic Opportunity was a U.S. federal agency that led President Lyndon B. Johnson’s War on Poverty by administering community action programs and other anti-poverty initiatives in the 1960s and early 1970s.
-
E.
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.
- 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: Office of Family Assistance Triple: [Administration for Children and Families, hasDivision, Office of Family Assistance]
Generated description
The Office of Family Assistance is a division within the U.S. Department of Health and Human Services that oversees federal programs providing cash assistance and support services to low-income families, including Temporary Assistance for Needy Families (TANF).
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Office of Family Assistance Target entity description: The Office of Family Assistance is a division within the U.S. Department of Health and Human Services that oversees federal programs providing cash assistance and support services to low-income families, including Temporary Assistance for Needy Families (TANF).
-
A.
Administration for Children and Families
chosen
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.
-
B.
Office of Domestic Social Development
The Office of Domestic Social Development is a department of the United States Conference of Catholic Bishops that focuses on public policy and advocacy related to social justice and domestic issues within the United States.
-
C.
Protective Services Bureau
The Protective Services Bureau is a specialized division of the United States Capitol Police responsible for safeguarding members of Congress, key facilities, and critical events associated with the U.S. Capitol.
-
D.
Office of Economic Opportunity
The Office of Economic Opportunity was a U.S. federal agency that led President Lyndon B. Johnson’s War on Poverty by administering community action programs and other anti-poverty initiatives in the 1960s and early 1970s.
-
E.
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.
- 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_69a498da82e08190ba833330d05f380f |
completed | March 1, 2026, 7:51 p.m. |
| NER | Named-entity recognition | batch_69a4c6a011f0819086e9ee517ed6d29f |
completed | March 1, 2026, 11:07 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad15b3a8548190b484a15757aee7b1 |
completed | March 8, 2026, 6:22 a.m. |
| NEDg | Description generation | batch_69ad16bc23808190ba26aa98764f3186 |
completed | March 8, 2026, 6:27 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad172912488190b77c77e4e61e0183 |
completed | March 8, 2026, 6:28 a.m. |
Created at: March 1, 2026, 8:12 p.m.