Triple

T7493540
Position Surface form Disambiguated ID Type / Status
Subject U.S. Route 98 in Florida E177066 entity
Predicate passesThrough P225 FINISHED
Object Brooksville
Brooksville is a small city in Hernando County, Florida, known for its historic downtown and location in the state's Nature Coast region.
 E667835 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 | Statement: [U.S. Route 98 in Florida, passesThrough, Brooksville]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Brooksville
Context triple: [U.S. Route 98 in Florida, passesThrough, Brooksville]
  • A. Lofton
    Lofton is a masculine given name, most notably borne by Lofton R. Henderson, a U.S. Navy aviator killed at the Battle of Midway in World War II.
  • B. Royal Springs
    Royal Springs is a popular natural freshwater spring and recreation area in northern Florida known for swimming, diving, and scenic surroundings.
  • C. Blairsville
    Blairsville is a small mountain town in northern Georgia known for its scenic Appalachian setting and outdoor recreation opportunities.
  • D. Nashborough
    Nashborough was an early American frontier settlement that later became the city of Nashville, Tennessee.
  • E. Northport
    Northport is a city in western Alabama, located across the Black Warrior River from Tuscaloosa and known as part of the Tuscaloosa metropolitan area.
  • 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
Triple: [U.S. Route 98 in Florida, passesThrough, Brooksville]
Generated description
Brooksville is a small city in Hernando County, Florida, known for its historic downtown and location in the state's Nature Coast region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Brooksville
Target entity description: Brooksville is a small city in Hernando County, Florida, known for its historic downtown and location in the state's Nature Coast region.
  • A. Lofton
    Lofton is a masculine given name, most notably borne by Lofton R. Henderson, a U.S. Navy aviator killed at the Battle of Midway in World War II.
  • B. Royal Springs
    Royal Springs is a popular natural freshwater spring and recreation area in northern Florida known for swimming, diving, and scenic surroundings.
  • C. Blairsville
    Blairsville is a small mountain town in northern Georgia known for its scenic Appalachian setting and outdoor recreation opportunities.
  • D. Nashborough
    Nashborough was an early American frontier settlement that later became the city of Nashville, Tennessee.
  • E. Northport
    Northport is a city in western Alabama, located across the Black Warrior River from Tuscaloosa and known as part of the Tuscaloosa metropolitan area.
  • 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_69c69f2583808190bd1a4936c42a5815 completed March 27, 2026, 3:15 p.m.
NER Named-entity recognition batch_69c6f579cb2c8190a4e7d8b0bdec5cf8 completed March 27, 2026, 9:24 p.m.
NED1 Entity disambiguation (via context triple) batch_69c83c7c60b8819090f2c4b16332c557 completed March 28, 2026, 8:39 p.m.
NEDg Description generation batch_69c83e50fac08190bdcceef0c5f55244 completed March 28, 2026, 8:47 p.m.
NED2 Entity disambiguation (via description) batch_69c83ebff75c81908313e6df6f76d3f0 completed March 28, 2026, 8:49 p.m.
Created at: March 27, 2026, 3:43 p.m.