Triple
T22585639
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | City of Charlotte government |
E564782
|
entity |
| Predicate | hasSubdivision |
P747
|
FINISHED |
| Object |
Charlotte Department of Transportation
The Charlotte Department of Transportation is the municipal agency responsible for planning, operating, and maintaining the transportation infrastructure and services within the city of Charlotte, North Carolina.
|
E1545304
|
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: Charlotte Department of Transportation | Statement: [City of Charlotte government, hasSubdivision, Charlotte Department of Transportation]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Charlotte Department of Transportation Context triple: [City of Charlotte government, hasSubdivision, Charlotte Department of Transportation]
-
A.
North Carolina Department of Transportation
The North Carolina Department of Transportation is the state government agency responsible for planning, building, and maintaining North Carolina’s transportation infrastructure, including highways, public transit, rail, and aviation systems.
-
B.
Charlotte regional transportation network
The Charlotte regional transportation network is the integrated system of highways, transit services, and related infrastructure that supports travel and commerce throughout the Charlotte metropolitan area.
-
C.
Montgomery County Department of Transportation
The Montgomery County Department of Transportation is the local government agency responsible for planning, operating, and maintaining Montgomery County, Maryland’s transportation infrastructure and services, including public transit, roads, and pedestrian facilities.
-
D.
Jackson County Department of Transportation
The Jackson County Department of Transportation is the local government agency responsible for managing transportation infrastructure and services in Jackson County, Michigan, including the operation of Jackson County Airport – Reynolds Field.
-
E.
South Carolina Department of Transportation
The South Carolina Department of Transportation is the state agency responsible for planning, building, and maintaining South Carolina’s highway and transportation infrastructure.
- 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: Charlotte Department of Transportation Triple: [City of Charlotte government, hasSubdivision, Charlotte Department of Transportation]
Generated description
The Charlotte Department of Transportation is the municipal agency responsible for planning, operating, and maintaining the transportation infrastructure and services within the city of Charlotte, North Carolina.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Charlotte Department of Transportation Target entity description: The Charlotte Department of Transportation is the municipal agency responsible for planning, operating, and maintaining the transportation infrastructure and services within the city of Charlotte, North Carolina.
-
A.
North Carolina Department of Transportation
The North Carolina Department of Transportation is the state government agency responsible for planning, building, and maintaining North Carolina’s transportation infrastructure, including highways, public transit, rail, and aviation systems.
-
B.
Charlotte regional transportation network
The Charlotte regional transportation network is the integrated system of highways, transit services, and related infrastructure that supports travel and commerce throughout the Charlotte metropolitan area.
-
C.
Montgomery County Department of Transportation
The Montgomery County Department of Transportation is the local government agency responsible for planning, operating, and maintaining Montgomery County, Maryland’s transportation infrastructure and services, including public transit, roads, and pedestrian facilities.
-
D.
Jackson County Department of Transportation
The Jackson County Department of Transportation is the local government agency responsible for managing transportation infrastructure and services in Jackson County, Michigan, including the operation of Jackson County Airport – Reynolds Field.
-
E.
South Carolina Department of Transportation
The South Carolina Department of Transportation is the state agency responsible for planning, building, and maintaining South Carolina’s highway and transportation infrastructure.
- 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_69e245836014819091b91ed3074742a3 |
completed | April 17, 2026, 2:36 p.m. |
| NER | Named-entity recognition | batch_69f1615c18f88190ad4f23639d15f337 |
completed | April 29, 2026, 1:39 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0b3d584fb88190b64be86c696a25eb |
completed | May 18, 2026, 4:24 p.m. |
| NEDg | Description generation | batch_6a0b4993d9148190a222e21a7b2b633f |
completed | May 18, 2026, 5:17 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0b4a2de1848190bf4728c204e27703 |
completed | May 18, 2026, 5:19 p.m. |
Created at: April 17, 2026, 2:45 p.m.