Triple

T22974585
Position Surface form Disambiguated ID Type / Status
Subject U.S. Highways in Florida E571278 entity
Predicate hasRoute P4374 FINISHED
Object U.S. Route 129 in Florida
U.S. Route 129 in Florida is a north–south United States highway that runs through northern Florida, connecting small towns and rural areas to major routes in the state and into Georgia.
 E1567899 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 129 in Florida | Statement: [U.S. Highways in Florida, hasRoute, U.S. Route 129 in Florida]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: U.S. Route 129 in Florida
Context triple: [U.S. Highways in Florida, hasRoute, U.S. Route 129 in Florida]
  • A. 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.
  • 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 17 in Florida
    U.S. Route 17 in Florida is a major north–south U.S. Highway that runs through the state, connecting cities such as Jacksonville, Orlando, and Punta Gorda while serving as an important regional transportation corridor.
  • D. U.S. Route 129 in Georgia
    U.S. Route 129 in Georgia is a major north–south U.S. Highway that connects several key cities and rural areas in the state as part of a longer multi-state route.
  • E. U.S. Route 301 in Florida
    U.S. Route 301 in Florida is a major north–south highway that traverses the state’s interior, linking rural communities and regional centers while serving as an important alternative to the interstate system.
  • 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 129 in Florida
Triple: [U.S. Highways in Florida, hasRoute, U.S. Route 129 in Florida]
Generated description
U.S. Route 129 in Florida is a north–south United States highway that runs through northern Florida, connecting small towns and rural areas to major routes in the state and into Georgia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: U.S. Route 129 in Florida
Target entity description: U.S. Route 129 in Florida is a north–south United States highway that runs through northern Florida, connecting small towns and rural areas to major routes in the state and into Georgia.
  • A. 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.
  • 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 17 in Florida
    U.S. Route 17 in Florida is a major north–south U.S. Highway that runs through the state, connecting cities such as Jacksonville, Orlando, and Punta Gorda while serving as an important regional transportation corridor.
  • D. U.S. Route 129 in Georgia
    U.S. Route 129 in Georgia is a major north–south U.S. Highway that connects several key cities and rural areas in the state as part of a longer multi-state route.
  • E. U.S. Route 301 in Florida
    U.S. Route 301 in Florida is a major north–south highway that traverses the state’s interior, linking rural communities and regional centers while serving as an important alternative to the interstate system.
  • 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_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_6a0c0ac6f32c81908d0c5bb4eb1ea822 completed May 19, 2026, 7:01 a.m.
NEDg Description generation batch_6a0c0b70986c81909e1db90201b55f9d completed May 19, 2026, 7:04 a.m.
NED2 Entity disambiguation (via description) batch_6a0c0c368c1c81909075c3d9802cfa2f completed May 19, 2026, 7:07 a.m.
Created at: April 17, 2026, 3:48 p.m.