Triple
T396747
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | U.S. Route 98 in Bay County, Florida |
E8999
|
entity |
| Predicate | passesThrough |
P225
|
FINISHED |
| Object |
Springfield, Florida
Springfield, Florida is a small city in Bay County near Panama City, known as a residential community in Florida’s Panhandle.
|
E70215
|
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: Springfield, Florida | Statement: [U.S. Route 98 in Bay County, Florida, passesThrough, Springfield, Florida]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Springfield, Florida Context triple: [U.S. Route 98 in Bay County, Florida, passesThrough, Springfield, Florida]
-
A.
Niceville, Florida
Niceville, Florida is a small city in the Florida Panhandle known for its family-friendly community, proximity to Eglin Air Force Base, and access to Choctawhatchee Bay.
-
B.
Madison, Florida
Madison, Florida is a small historic city in northern Florida known for its rural charm and location along major east–west transportation routes.
-
C.
Milton, Florida
Milton, Florida is a small historic city in Santa Rosa County in the Florida Panhandle, known for its proximity to Pensacola and its role as a regional hub near Naval Air Station Whiting Field.
-
D.
Shalimar, Florida
Shalimar, Florida is a small town in the Florida Panhandle known for its residential communities and proximity to Eglin Air Force Base along the Emerald Coast.
-
E.
Homestead, Florida
Homestead, Florida is a small city in Miami-Dade County known as an agricultural hub and gateway to both Everglades and Biscayne National Parks.
- 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: Springfield, Florida Triple: [U.S. Route 98 in Bay County, Florida, passesThrough, Springfield, Florida]
Generated description
Springfield, Florida is a small city in Bay County near Panama City, known as a residential community in Florida’s Panhandle.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Springfield, Florida Target entity description: Springfield, Florida is a small city in Bay County near Panama City, known as a residential community in Florida’s Panhandle.
-
A.
Niceville, Florida
Niceville, Florida is a small city in the Florida Panhandle known for its family-friendly community, proximity to Eglin Air Force Base, and access to Choctawhatchee Bay.
-
B.
Madison, Florida
Madison, Florida is a small historic city in northern Florida known for its rural charm and location along major east–west transportation routes.
-
C.
Milton, Florida
Milton, Florida is a small historic city in Santa Rosa County in the Florida Panhandle, known for its proximity to Pensacola and its role as a regional hub near Naval Air Station Whiting Field.
-
D.
Shalimar, Florida
Shalimar, Florida is a small town in the Florida Panhandle known for its residential communities and proximity to Eglin Air Force Base along the Emerald Coast.
-
E.
Homestead, Florida
Homestead, Florida is a small city in Miami-Dade County known as an agricultural hub and gateway to both Everglades and Biscayne National Parks.
- 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_69a2e7f55c60819097aff65ea2ca2832 |
completed | Feb. 28, 2026, 1:04 p.m. |
| NER | Named-entity recognition | batch_69a2ec8a941081909a152fda0ce24a98 |
completed | Feb. 28, 2026, 1:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a4e9b4b4ec8190b2ac2599845d4c89 |
completed | March 2, 2026, 1:36 a.m. |
| NEDg | Description generation | batch_69a4eaf3dd548190b60381c1ba893711 |
completed | March 2, 2026, 1:42 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a4eb61700881908f6dbfeb97efc3ad |
completed | March 2, 2026, 1:44 a.m. |
Created at: Feb. 28, 2026, 1:08 p.m.