Triple
T13386528
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Imperial County government |
E319458
|
entity |
| Predicate | hasSubdivision |
P747
|
FINISHED |
| Object |
Imperial County Department of Social Services
The Imperial County Department of Social Services is a local government agency that administers public assistance, welfare, and protective services programs for residents of Imperial County, California.
|
E1037154
|
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: Imperial County Department of Social Services | Statement: [Imperial County government, hasSubdivision, Imperial County Department of Social Services]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Imperial County Department of Social Services Context triple: [Imperial County government, hasSubdivision, Imperial County Department of Social Services]
-
A.
Imperial County government
The Imperial County government is the local administrative authority responsible for providing public services, infrastructure, and governance across Imperial County in southeastern California.
-
B.
Los Angeles County Department of Public Social Services
The Los Angeles County Department of Public Social Services is the county agency responsible for administering welfare, food assistance, and other social service programs to low-income and vulnerable residents throughout Los Angeles County.
-
C.
Placer County Health and Human Services Department
Placer County Health and Human Services Department is the county agency responsible for delivering public health, social services, and related support programs to residents of Placer County, California.
-
D.
Fresno County Department of Social Services
The Fresno County Department of Social Services is a local government agency that administers public assistance, child welfare, and related social service programs for residents of Fresno County, California.
-
E.
California Department of Social Services
The California Department of Social Services is a state agency responsible for administering California’s public assistance, child welfare, and social service programs.
- 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: Imperial County Department of Social Services Triple: [Imperial County government, hasSubdivision, Imperial County Department of Social Services]
Generated description
The Imperial County Department of Social Services is a local government agency that administers public assistance, welfare, and protective services programs for residents of Imperial County, California.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Imperial County Department of Social Services Target entity description: The Imperial County Department of Social Services is a local government agency that administers public assistance, welfare, and protective services programs for residents of Imperial County, California.
-
A.
Imperial County government
The Imperial County government is the local administrative authority responsible for providing public services, infrastructure, and governance across Imperial County in southeastern California.
-
B.
Los Angeles County Department of Public Social Services
The Los Angeles County Department of Public Social Services is the county agency responsible for administering welfare, food assistance, and other social service programs to low-income and vulnerable residents throughout Los Angeles County.
-
C.
Placer County Health and Human Services Department
Placer County Health and Human Services Department is the county agency responsible for delivering public health, social services, and related support programs to residents of Placer County, California.
-
D.
Fresno County Department of Social Services
The Fresno County Department of Social Services is a local government agency that administers public assistance, child welfare, and related social service programs for residents of Fresno County, California.
-
E.
California Department of Social Services
The California Department of Social Services is a state agency responsible for administering California’s public assistance, child welfare, and social service programs.
- 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_69d806b886bc8190b676e7768b8e01c5 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69dadce96d1881909957fdd068a7f55d |
completed | April 11, 2026, 11:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7268f9a908190843481dd313f5a11 |
completed | May 3, 2026, 10:42 a.m. |
| NEDg | Description generation | batch_69f7272115f4819092e4fa0fd7f130b5 |
completed | May 3, 2026, 10:44 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f72992483c8190873ba7050ad9e6fa |
completed | May 3, 2026, 10:55 a.m. |
Created at: April 9, 2026, 9:34 p.m.