Triple
T15643771
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ministry of Health and Welfare (Taiwan) |
E376127
|
entity |
| Predicate | oversees |
P46
|
FINISHED |
| Object |
Social and Family Affairs Administration
The Social and Family Affairs Administration is a Taiwanese government agency responsible for planning and implementing social welfare and family-related policies and services.
|
E1168272
|
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: Social and Family Affairs Administration | Statement: [Ministry of Health and Welfare (Taiwan), oversees, Social and Family Affairs Administration]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Social and Family Affairs Administration Context triple: [Ministry of Health and Welfare (Taiwan), oversees, Social and Family Affairs Administration]
-
A.
Division of Family and Community Services
The Division of Family and Community Services is a branch of Illinois state government that administers programs and support services aimed at assisting families, children, and vulnerable residents with basic needs and social services.
-
B.
Domestic Social Policy Division
The Domestic Social Policy Division is a unit within the Congressional Research Service that provides nonpartisan analysis and research on U.S. social policy issues to support Congress.
-
C.
Youth and Family Services Department
The Youth and Family Services Department is a Hanover Township agency that provides counseling, support, and developmental programs for children, adolescents, and their families.
-
D.
Department of Children and Families
The Department of Children and Families is a Massachusetts state agency responsible for protecting children from abuse and neglect and providing child welfare and family support services.
-
E.
Children and Family Services Division
The Children and Family Services Division is a unit within California’s state social services system that oversees child welfare programs, including child protection, foster care, and adoption services.
- 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: Social and Family Affairs Administration Triple: [Ministry of Health and Welfare (Taiwan), oversees, Social and Family Affairs Administration]
Generated description
The Social and Family Affairs Administration is a Taiwanese government agency responsible for planning and implementing social welfare and family-related policies and services.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Social and Family Affairs Administration Target entity description: The Social and Family Affairs Administration is a Taiwanese government agency responsible for planning and implementing social welfare and family-related policies and services.
-
A.
Division of Family and Community Services
The Division of Family and Community Services is a branch of Illinois state government that administers programs and support services aimed at assisting families, children, and vulnerable residents with basic needs and social services.
-
B.
Domestic Social Policy Division
The Domestic Social Policy Division is a unit within the Congressional Research Service that provides nonpartisan analysis and research on U.S. social policy issues to support Congress.
-
C.
Youth and Family Services Department
The Youth and Family Services Department is a Hanover Township agency that provides counseling, support, and developmental programs for children, adolescents, and their families.
-
D.
Department of Children and Families
The Department of Children and Families is a Massachusetts state agency responsible for protecting children from abuse and neglect and providing child welfare and family support services.
-
E.
Children and Family Services Division
The Children and Family Services Division is a unit within California’s state social services system that oversees child welfare programs, including child protection, foster care, and adoption services.
- 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_69d85cd035a48190b73d5579ab73969a |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69e04ed400ec8190a14a9f7cf3092865 |
completed | April 16, 2026, 2:52 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff5f4d49188190855a895c5844dee0 |
completed | May 9, 2026, 4:22 p.m. |
| NEDg | Description generation | batch_69ff614906cc81909d978d8645045af3 |
completed | May 9, 2026, 4:31 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff61b3b3f08190a2a1e1010684a316 |
completed | May 9, 2026, 4:32 p.m. |
Created at: April 10, 2026, 4:15 a.m.