Triple
T23554339
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cumberland County government |
E578137
|
entity |
| Predicate | hasUnit |
P35
|
FINISHED |
| Object | department of public works |
—
|
NE NERFINISHED |
How this triple was built (2 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 public works | Statement: [Cumberland County government, hasUnit, department of public works]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: department of public works Context triple: [Cumberland County government, hasUnit, department of public works]
-
A.
Department of Public Works
chosen
The Department of Public Works is a local government agency responsible for planning, building, and maintaining public infrastructure and services such as roads, facilities, and environmental management within Prince William County.
-
B.
Department of Public Works
The Department of Public Works is a municipal agency responsible for essential city services such as street maintenance, sanitation, and public infrastructure management in Atlanta.
-
C.
Department of Public Works
The Department of Public Works is a government agency responsible for planning, building, and maintaining public infrastructure and services such as roads, utilities, and public buildings.
-
D.
Public Works Engineering Department
The Public Works Engineering Department is an academic unit specializing in civil and infrastructure engineering within the Faculty of Engineering at Mansoura University.
-
E.
Department of Public Works and Communications
The Department of Public Works and Communications was a former Philippine government agency responsible for overseeing national infrastructure development and telecommunications before its functions were reorganized under successor departments.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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. |
Created at: April 17, 2026, 6:12 p.m.