Triple
T8088602
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | U.S. Route 41 in Florida |
E188797
|
entity |
| Predicate | passesThrough |
P225
|
FINISHED |
| Object |
Brooksville, Florida
Brooksville, Florida is a small historic city in Hernando County known for its preserved downtown, rolling hills, and role as a regional hub in west-central Florida.
|
E710585
|
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: Brooksville, Florida | Statement: [U.S. Route 41 in Florida, passesThrough, Brooksville, Florida]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Brooksville, Florida Context triple: [U.S. Route 41 in Florida, passesThrough, Brooksville, Florida]
-
A.
Springville, Florida
Springville, Florida is a small unincorporated rural community located in Columbia County in northern Florida.
-
B.
Branford, Florida
Branford, Florida is a small town in northern Florida known for its location along the Suwannee River and its rural, close-knit community.
-
C.
Bristol, Florida
Bristol, Florida is a small city in Liberty County that serves as the county seat and a rural hub in the Florida Panhandle.
-
D.
Springfield, Florida
Springfield, Florida is a small city in Bay County near Panama City, known as a residential community in Florida’s Panhandle.
-
E.
Gibsonton, Florida
Gibsonton, Florida is an unincorporated community near Tampa historically known as a winter home for circus and carnival performers.
- 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: Brooksville, Florida Triple: [U.S. Route 41 in Florida, passesThrough, Brooksville, Florida]
Generated description
Brooksville, Florida is a small historic city in Hernando County known for its preserved downtown, rolling hills, and role as a regional hub in west-central Florida.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Brooksville, Florida Target entity description: Brooksville, Florida is a small historic city in Hernando County known for its preserved downtown, rolling hills, and role as a regional hub in west-central Florida.
-
A.
Springville, Florida
Springville, Florida is a small unincorporated rural community located in Columbia County in northern Florida.
-
B.
Branford, Florida
Branford, Florida is a small town in northern Florida known for its location along the Suwannee River and its rural, close-knit community.
-
C.
Bristol, Florida
Bristol, Florida is a small city in Liberty County that serves as the county seat and a rural hub in the Florida Panhandle.
-
D.
Springfield, Florida
Springfield, Florida is a small city in Bay County near Panama City, known as a residential community in Florida’s Panhandle.
-
E.
Gibsonton, Florida
Gibsonton, Florida is an unincorporated community near Tampa historically known as a winter home for circus and carnival performers.
- 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_69ca82b7b3e88190b9041ab0ef28b3cb |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb421c717c819089dd88c30a6401aa |
completed | March 31, 2026, 3:40 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cc6406395c8190ad8db69c878ce9b8 |
completed | April 1, 2026, 12:17 a.m. |
| NEDg | Description generation | batch_69cc651e3b4c81908408c9f08eca8e09 |
completed | April 1, 2026, 12:21 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cc69531a3c8190b712b3df6beefb7b |
completed | April 1, 2026, 12:39 a.m. |
Created at: March 30, 2026, 5:29 p.m.