Triple
T16156005
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Flowood, Mississippi |
E392042
|
entity |
| Predicate | transportationCorridor |
P385
|
FINISHED |
| Object |
Interstate 20 vicinity
The Interstate 20 vicinity is the area surrounding the major east–west Interstate 20 highway corridor near Flowood, Mississippi, serving as a key route for regional travel and commerce.
|
E1198058
|
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: Interstate 20 vicinity | Statement: [Flowood, Mississippi, transportationCorridor, Interstate 20 vicinity]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Interstate 20 vicinity Context triple: [Flowood, Mississippi, transportationCorridor, Interstate 20 vicinity]
-
A.
Interstate 5 vicinity
Interstate 5 vicinity refers to the area immediately surrounding the major north–south Interstate 5 highway corridor, characterized by its transportation infrastructure and connectivity to nearby urban districts.
-
B.
Interstate 215 (nearby)
Interstate 215 is a beltway freeway in the Salt Lake City metropolitan area that provides regional connectivity around the city and its suburbs.
-
C.
U.S. Route 50 corridor vicinity
The U.S. Route 50 corridor vicinity is a transportation and development belt running along U.S. Route 50 through the Virginia Range area, serving as a key east–west travel and access route.
-
D.
Interstate 26 (nearby)
Interstate 26 is a major east–west U.S. Interstate Highway in the southeastern United States that connects Tennessee, North Carolina, and South Carolina.
-
E.
Interstate 20 near Covington, Georgia
Interstate 20 near Covington, Georgia is a major east–west freeway segment of I-20 that serves the Covington area as part of the primary route connecting Atlanta with Augusta and points farther east and west.
- 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: Interstate 20 vicinity Triple: [Flowood, Mississippi, transportationCorridor, Interstate 20 vicinity]
Generated description
The Interstate 20 vicinity is the area surrounding the major east–west Interstate 20 highway corridor near Flowood, Mississippi, serving as a key route for regional travel and commerce.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Interstate 20 vicinity Target entity description: The Interstate 20 vicinity is the area surrounding the major east–west Interstate 20 highway corridor near Flowood, Mississippi, serving as a key route for regional travel and commerce.
-
A.
Interstate 5 vicinity
Interstate 5 vicinity refers to the area immediately surrounding the major north–south Interstate 5 highway corridor, characterized by its transportation infrastructure and connectivity to nearby urban districts.
-
B.
Interstate 215 (nearby)
Interstate 215 is a beltway freeway in the Salt Lake City metropolitan area that provides regional connectivity around the city and its suburbs.
-
C.
U.S. Route 50 corridor vicinity
The U.S. Route 50 corridor vicinity is a transportation and development belt running along U.S. Route 50 through the Virginia Range area, serving as a key east–west travel and access route.
-
D.
Interstate 26 (nearby)
Interstate 26 is a major east–west U.S. Interstate Highway in the southeastern United States that connects Tennessee, North Carolina, and South Carolina.
-
E.
Interstate 20 near Covington, Georgia
Interstate 20 near Covington, Georgia is a major east–west freeway segment of I-20 that serves the Covington area as part of the primary route connecting Atlanta with Augusta and points farther east and west.
- 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_69d87f1c65e48190aa2b4c472e9bafc4 |
completed | April 10, 2026, 4:39 a.m. |
| NER | Named-entity recognition | batch_69e21e5aa57c8190a9d89dd57e30318f |
completed | April 17, 2026, 11:49 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fff7ae46dc81908cba9152a6080c3a |
completed | May 10, 2026, 3:12 a.m. |
| NEDg | Description generation | batch_69fff86a556c819096bc008e1ca76e8c |
completed | May 10, 2026, 3:15 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fff926120081909f1042bf3a16ea10 |
completed | May 10, 2026, 3:19 a.m. |
Created at: April 10, 2026, 5:01 a.m.