Triple
T13639752
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Labour and Welfare Bureau |
E325942
|
entity |
| Predicate | oversees |
P46
|
FINISHED |
| Object |
Social Welfare Department
The Social Welfare Department is a government agency responsible for planning and delivering social services and assistance programs to support the well-being of the community.
|
E1052257
|
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 Welfare Department | Statement: [Labour and Welfare Bureau, oversees, Social Welfare Department]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Social Welfare Department Context triple: [Labour and Welfare Bureau, oversees, Social Welfare Department]
-
A.
Department of Social Welfare
The Department of Social Welfare is an academic unit within UCLA’s Luskin School of Public Affairs that focuses on education and research in social work and social welfare policy and practice.
-
B.
Department of Social Services
The Department of Social Services is a local government agency that administers public assistance, child and family services, and related social support programs for residents of Prince William County.
-
C.
Department of Social Services
The Department of Social Services is an Australian Government agency responsible for national social policy and programs, including welfare, families, housing support, and disability services.
-
D.
Division of Social Services
The Division of Social Services is a state agency unit in North Carolina responsible for administering public assistance, child welfare, and related social service programs to support vulnerable individuals and families.
-
E.
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.
- 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 Welfare Department Triple: [Labour and Welfare Bureau, oversees, Social Welfare Department]
Generated description
The Social Welfare Department is a government agency responsible for planning and delivering social services and assistance programs to support the well-being of the community.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Social Welfare Department Target entity description: The Social Welfare Department is a government agency responsible for planning and delivering social services and assistance programs to support the well-being of the community.
-
A.
Department of Social Welfare
The Department of Social Welfare is an academic unit within UCLA’s Luskin School of Public Affairs that focuses on education and research in social work and social welfare policy and practice.
-
B.
Department of Social Services
The Department of Social Services is a local government agency that administers public assistance, child and family services, and related social support programs for residents of Prince William County.
-
C.
Department of Social Services
The Department of Social Services is an Australian Government agency responsible for national social policy and programs, including welfare, families, housing support, and disability services.
-
D.
Division of Social Services
The Division of Social Services is a state agency unit in North Carolina responsible for administering public assistance, child welfare, and related social service programs to support vulnerable individuals and families.
-
E.
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.
- 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_69d8076beddc8190a53156f5bea77f5e |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69dbc5aac7308190a3fd26baeade8f2a |
completed | April 12, 2026, 4:17 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f78af46fe481909c6f9a6f58f887d1 |
completed | May 3, 2026, 5:50 p.m. |
| NEDg | Description generation | batch_69f78bd316788190a245e8199f6ac87b |
completed | May 3, 2026, 5:54 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f78c9f543481909a0de6a0c3bb041f |
completed | May 3, 2026, 5:57 p.m. |
Created at: April 9, 2026, 9:51 p.m.