Triple
T23554341
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cumberland County government |
E578137
|
entity |
| Predicate | hasUnit |
P35
|
FINISHED |
| Object |
department of human services
The Department of Human Services is a local government agency that administers social support, public assistance, and community welfare programs for residents of Cumberland County.
|
E1590155
|
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: department of human services | Statement: [Cumberland County government, hasUnit, department of human services]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: department of human services Context triple: [Cumberland County government, hasUnit, department of human services]
-
A.
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.
-
B.
Department of Human Services
The Department of Human Services is a municipal agency division that administers social services and public assistance programs for residents in San Francisco.
-
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.
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.
-
E.
Human Services Department
The Human Services Department is a municipal agency in Hanover Township that provides social support, community assistance, and related public welfare services to residents.
- 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: department of human services Triple: [Cumberland County government, hasUnit, department of human services]
Generated description
The Department of Human Services is a local government agency that administers social support, public assistance, and community welfare programs for residents of Cumberland County.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: department of human services Target entity description: The Department of Human Services is a local government agency that administers social support, public assistance, and community welfare programs for residents of Cumberland County.
-
A.
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.
-
B.
Department of Human Services
The Department of Human Services is a municipal agency division that administers social services and public assistance programs for residents in San Francisco.
-
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.
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.
-
E.
Human Services Department
The Human Services Department is a municipal agency in Hanover Township that provides social support, community assistance, and related public welfare services to residents.
- 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_69e245fa93448190919cb04534560542 |
completed | April 17, 2026, 2:38 p.m. |
| NER | Named-entity recognition | batch_69f1aed17fc881908b45dcde14790d42 |
completed | April 29, 2026, 7:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0cdf67efbc8190a75c1d6cb9bd63f9 |
completed | May 19, 2026, 10:08 p.m. |
| NEDg | Description generation | batch_6a0ce12579188190befd636d3714675a |
completed | May 19, 2026, 10:16 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0ce187efa48190876f67fef4873af2 |
completed | May 19, 2026, 10:17 p.m. |
Created at: April 17, 2026, 6:12 p.m.