Triple
T5170412
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Fresno County Board of Supervisors |
E116662
|
entity |
| Predicate | oversees |
P46
|
FINISHED |
| Object |
Fresno County Public Works and Planning Department
The Fresno County Public Works and Planning Department is a county government agency responsible for infrastructure, land use planning, and related public services within Fresno County, California.
|
E499803
|
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: Fresno County Public Works and Planning Department | Statement: [Fresno County Board of Supervisors, oversees, Fresno County Public Works and Planning Department]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Fresno County Public Works and Planning Department Context triple: [Fresno County Board of Supervisors, oversees, Fresno County Public Works and Planning Department]
-
A.
City of Fresno Department of Transportation
The City of Fresno Department of Transportation is the municipal agency responsible for planning, operating, and managing Fresno’s public transportation and related mobility services.
-
B.
Fresno County Board of Supervisors
The Fresno County Board of Supervisors is the elected governing body responsible for setting policy, passing local ordinances, and overseeing the administration and budget of Fresno County, California.
-
C.
Placer County Public Works Department
The Placer County Public Works Department is the county agency responsible for planning, building, and maintaining Placer County’s transportation, road, and related public infrastructure systems.
-
D.
Placer County Transportation Planning Agency
Placer County Transportation Planning Agency is a regional public agency responsible for coordinating and overseeing transportation planning and funding in Placer County, California.
-
E.
California Department of Public Works
The California Department of Public Works was a former state agency responsible for planning, constructing, and maintaining major public infrastructure projects in California, including highways and bridges.
- 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: Fresno County Public Works and Planning Department Triple: [Fresno County Board of Supervisors, oversees, Fresno County Public Works and Planning Department]
Generated description
The Fresno County Public Works and Planning Department is a county government agency responsible for infrastructure, land use planning, and related public services within Fresno County, California.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Fresno County Public Works and Planning Department Target entity description: The Fresno County Public Works and Planning Department is a county government agency responsible for infrastructure, land use planning, and related public services within Fresno County, California.
-
A.
City of Fresno Department of Transportation
The City of Fresno Department of Transportation is the municipal agency responsible for planning, operating, and managing Fresno’s public transportation and related mobility services.
-
B.
Fresno County Board of Supervisors
The Fresno County Board of Supervisors is the elected governing body responsible for setting policy, passing local ordinances, and overseeing the administration and budget of Fresno County, California.
-
C.
Placer County Public Works Department
The Placer County Public Works Department is the county agency responsible for planning, building, and maintaining Placer County’s transportation, road, and related public infrastructure systems.
-
D.
Placer County Transportation Planning Agency
Placer County Transportation Planning Agency is a regional public agency responsible for coordinating and overseeing transportation planning and funding in Placer County, California.
-
E.
California Department of Public Works
The California Department of Public Works was a former state agency responsible for planning, constructing, and maintaining major public infrastructure projects in California, including highways and bridges.
- 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_69bd445ff97c81909a2615cc56235470 |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd794f44248190a3a90c92208104a7 |
completed | March 20, 2026, 4:43 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bed9439ec881909021973aa5395e4f |
completed | March 21, 2026, 5:45 p.m. |
| NEDg | Description generation | batch_69beda6e82888190b54b814a16582e48 |
completed | March 21, 2026, 5:50 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bedaf860b0819086805fc9630a74d0 |
completed | March 21, 2026, 5:52 p.m. |
Created at: March 20, 2026, 1:45 p.m.