Triple

T22974578
Position Surface form Disambiguated ID Type / Status
Subject U.S. Highways in Florida E571278 entity
Predicate hasRoute P4374 FINISHED
Object U.S. Route 319 in Florida
U.S. Route 319 in Florida is a north–south U.S. Highway that runs through the Florida Panhandle, connecting coastal communities and inland cities before continuing into Georgia.
 E33550 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: U.S. Route 319 in Florida | Statement: [U.S. Highways in Florida, hasRoute, U.S. Route 319 in Florida]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: U.S. Route 319 in Florida
Context triple: [U.S. Highways in Florida, hasRoute, U.S. Route 319 in Florida]
  • A. U.S. Route 319 in Tallahassee
    U.S. Route 319 in Tallahassee is a major north–south U.S. highway serving the Tallahassee area, providing regional connectivity and access to key local destinations.
  • B. U.S. Route 19 in Florida
    U.S. Route 19 in Florida is a major north–south U.S. Highway that runs along the state's Gulf Coast, connecting the Tampa Bay area with the Florida Panhandle and serving as a key corridor for regional travel and commerce.
  • C. U.S. Route 29 in Florida
    U.S. Route 29 in Florida is a north–south U.S. Highway in the Florida Panhandle that serves as a major route between Pensacola and the Alabama state line.
  • D. U.S. Route 441 in Florida
    U.S. Route 441 in Florida is a major north–south U.S. Highway that runs inland through central and northern Florida, connecting cities such as Miami, Orlando, and Gainesville.
  • E. U.S. Route 41 in Florida
    U.S. Route 41 in Florida is a major north–south U.S. Highway that runs from the southern tip of the state near Miami through the Everglades and several Gulf Coast cities before continuing north toward Georgia.
  • 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: U.S. Route 319 in Florida
Triple: [U.S. Highways in Florida, hasRoute, U.S. Route 319 in Florida]
Generated description
U.S. Route 319 in Florida is a north–south U.S. Highway that runs through the Florida Panhandle, connecting coastal communities and inland cities before continuing into Georgia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: U.S. Route 319 in Florida
Target entity description: U.S. Route 319 in Florida is a north–south U.S. Highway that runs through the Florida Panhandle, connecting coastal communities and inland cities before continuing into Georgia.
  • A. U.S. Route 319 in Tallahassee chosen
    U.S. Route 319 in Tallahassee is a major north–south U.S. highway serving the Tallahassee area, providing regional connectivity and access to key local destinations.
  • B. U.S. Route 19 in Florida
    U.S. Route 19 in Florida is a major north–south U.S. Highway that runs along the state's Gulf Coast, connecting the Tampa Bay area with the Florida Panhandle and serving as a key corridor for regional travel and commerce.
  • C. U.S. Route 29 in Florida
    U.S. Route 29 in Florida is a north–south U.S. Highway in the Florida Panhandle that serves as a major route between Pensacola and the Alabama state line.
  • D. U.S. Route 441 in Florida
    U.S. Route 441 in Florida is a major north–south U.S. Highway that runs inland through central and northern Florida, connecting cities such as Miami, Orlando, and Gainesville.
  • E. U.S. Route 41 in Florida
    U.S. Route 41 in Florida is a major north–south U.S. Highway that runs from the southern tip of the state near Miami through the Everglades and several Gulf Coast cities before continuing north toward Georgia.
  • F. None of above.

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_69e245b2c6548190a0e4c7f2f7df2d48 completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f182350b448190a34e5fa0167fd964 completed April 29, 2026, 3:59 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0bd36f73a48190ba07a754949e2e40 completed May 19, 2026, 3:05 a.m.
NEDg Description generation batch_6a0bd41c89708190a3df2a798ca25c99 completed May 19, 2026, 3:08 a.m.
NED2 Entity disambiguation (via description) batch_6a0bd5263734819082ce8b1c3082243f completed May 19, 2026, 3:12 a.m.
Created at: April 17, 2026, 3:48 p.m.