Triple
T11222891
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hernando County |
E265616
|
entity |
| Predicate | hasLargestCity |
P235
|
FINISHED |
| Object |
Spring Hill, Florida
Spring Hill, Florida is a large unincorporated community and major residential suburb on Florida’s Gulf Coast, known for its rapid growth and proximity to the Tampa Bay area.
|
E912173
|
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: Spring Hill, Florida | Statement: [Hernando County, hasLargestCity, Spring Hill, Florida]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Spring Hill, Florida Context triple: [Hernando County, hasLargestCity, Spring Hill, Florida]
-
A.
Springville, Florida
Springville, Florida is a small unincorporated rural community located in Columbia County in northern Florida.
-
B.
Hilliard, Florida
Hilliard, Florida is a small town in northeastern Florida known for its rural character and location near the Georgia state line.
-
C.
Springfield, Florida
Springfield, Florida is a small city in Bay County near Panama City, known as a residential community in Florida’s Panhandle.
-
D.
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.
-
E.
Orange Hill, Florida
Orange Hill, Florida is a rural unincorporated community located in Washington County in the Florida Panhandle.
- 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: Spring Hill, Florida Triple: [Hernando County, hasLargestCity, Spring Hill, Florida]
Generated description
Spring Hill, Florida is a large unincorporated community and major residential suburb on Florida’s Gulf Coast, known for its rapid growth and proximity to the Tampa Bay area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Spring Hill, Florida Target entity description: Spring Hill, Florida is a large unincorporated community and major residential suburb on Florida’s Gulf Coast, known for its rapid growth and proximity to the Tampa Bay area.
-
A.
Springville, Florida
Springville, Florida is a small unincorporated rural community located in Columbia County in northern Florida.
-
B.
Hilliard, Florida
Hilliard, Florida is a small town in northeastern Florida known for its rural character and location near the Georgia state line.
-
C.
Springfield, Florida
Springfield, Florida is a small city in Bay County near Panama City, known as a residential community in Florida’s Panhandle.
-
D.
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.
-
E.
Orange Hill, Florida
Orange Hill, Florida is a rural unincorporated community located in Washington County in the Florida Panhandle.
- 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_69d6aac59460819089b9848b27f57848 |
completed | April 8, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69d7e8ec8fb08190b27144ab65f85957 |
completed | April 9, 2026, 5:59 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e4977cab4481909c6b94ca07cd5e4a |
completed | April 19, 2026, 8:51 a.m. |
| NEDg | Description generation | batch_69e49d38c2488190bfd4ba7772f534fe |
completed | April 19, 2026, 9:15 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e49e8dc4ec81908d0defe77827d197 |
completed | April 19, 2026, 9:21 a.m. |
Created at: April 8, 2026, 9:30 p.m.