Triple
T16611156
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Jackson County Airport – Reynolds Field |
E403571
|
entity |
| Predicate | operator |
P179
|
FINISHED |
| Object |
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.
|
E1222963
|
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: Jackson County Department of Transportation | Statement: [Jackson County Airport – Reynolds Field, operator, Jackson County Department of Transportation]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Jackson County Department of Transportation Context triple: [Jackson County Airport – Reynolds Field, operator, Jackson County Department of Transportation]
-
A.
Cobb County Department of Transportation
The Cobb County Department of Transportation is the local government agency responsible for planning, operating, and maintaining transportation infrastructure and transit services in Cobb County, Georgia.
-
B.
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.
-
C.
Cook County Department of Transportation and Highways
The Cook County Department of Transportation and Highways is the county agency responsible for planning, building, and maintaining the highway and transportation infrastructure within Cook County, Illinois.
-
D.
Prince William County Department of Transportation
The Prince William County Department of Transportation is the local government agency responsible for planning, building, and managing the county’s transportation infrastructure and services in Prince William County, Virginia.
-
E.
Mississippi Department of Transportation
The Mississippi Department of Transportation is the state government agency responsible for planning, building, and maintaining Mississippi’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: Jackson County Department of Transportation Triple: [Jackson County Airport – Reynolds Field, operator, Jackson County Department of Transportation]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Jackson County Department of Transportation Target entity description: 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.
-
A.
Cobb County Department of Transportation
The Cobb County Department of Transportation is the local government agency responsible for planning, operating, and maintaining transportation infrastructure and transit services in Cobb County, Georgia.
-
B.
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.
-
C.
Cook County Department of Transportation and Highways
The Cook County Department of Transportation and Highways is the county agency responsible for planning, building, and maintaining the highway and transportation infrastructure within Cook County, Illinois.
-
D.
Prince William County Department of Transportation
The Prince William County Department of Transportation is the local government agency responsible for planning, building, and managing the county’s transportation infrastructure and services in Prince William County, Virginia.
-
E.
Mississippi Department of Transportation
The Mississippi Department of Transportation is the state government agency responsible for planning, building, and maintaining Mississippi’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_69d883880d0c81908b5fcd454e767b60 |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e36096356c819092815d64db041793 |
completed | April 18, 2026, 10:44 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0075aca5c0819092637e0d83ce8ac0 |
completed | May 10, 2026, 12:10 p.m. |
| NEDg | Description generation | batch_6a00783fcde08190963ce80fcf4aac90 |
completed | May 10, 2026, 12:21 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0078a78ee08190887e93c08edbaead |
completed | May 10, 2026, 12:23 p.m. |
Created at: April 10, 2026, 5:17 a.m.