Triple

T587133
Position Surface form Disambiguated ID Type / Status
Subject Columbia County, Florida E15181 entity
Predicate hasMajorTransportationRoutes P385 FINISHED
Object U.S. Route 441
U.S. Route 441 is a major north–south U.S. Highway running from Florida to Tennessee, serving as an important regional corridor through several southeastern states.
 E393899 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 441 | Statement: [Columbia County, Florida, hasMajorTransportationRoutes, U.S. Route 441]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: U.S. Route 441
Context triple: [Columbia County, Florida, hasMajorTransportationRoutes, U.S. Route 441]
  • A. U.S. Route 29
    U.S. Route 29 is a major north–south U.S. Highway running from Florida to Virginia, connecting numerous cities across the southeastern and mid-Atlantic United States.
  • B. U.S. Route 340
    U.S. Route 340 is a U.S. highway running through parts of Virginia, West Virginia, and Maryland, connecting the Shenandoah Valley region with the Frederick, Maryland area.
  • C. U.S. Route 278
    U.S. Route 278 is a major east–west United States highway that runs from Arkansas through the Deep South to the Atlantic coast, connecting numerous cities and rural areas along its multi-state corridor.
  • D. U.S. Route 78
    U.S. Route 78 is a major east–west U.S. Highway running from Memphis, Tennessee, through the Deep South to Charleston, South Carolina, serving as an important regional transportation corridor.
  • E. U.S. Route 221
    U.S. Route 221 is a north–south United States highway that runs through several southeastern states, connecting rural communities and regional centers.
  • 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 441
Triple: [Columbia County, Florida, hasMajorTransportationRoutes, U.S. Route 441]
Generated description
U.S. Route 441 is a major north–south U.S. Highway running from Florida to Tennessee, serving as an important regional corridor through several southeastern states.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: U.S. Route 441
Target entity description: U.S. Route 441 is a major north–south U.S. Highway running from Florida to Tennessee, serving as an important regional corridor through several southeastern states.
  • A. U.S. Route 29
    U.S. Route 29 is a major north–south U.S. Highway running from Florida to Virginia, connecting numerous cities across the southeastern and mid-Atlantic United States.
  • B. U.S. Route 340
    U.S. Route 340 is a U.S. highway running through parts of Virginia, West Virginia, and Maryland, connecting the Shenandoah Valley region with the Frederick, Maryland area.
  • C. U.S. Route 278
    U.S. Route 278 is a major east–west United States highway that runs from Arkansas through the Deep South to the Atlantic coast, connecting numerous cities and rural areas along its multi-state corridor.
  • D. U.S. Route 78
    U.S. Route 78 is a major east–west U.S. Highway running from Memphis, Tennessee, through the Deep South to Charleston, South Carolina, serving as an important regional transportation corridor.
  • E. U.S. Route 221
    U.S. Route 221 is a north–south United States highway that runs through several southeastern states, connecting rural communities and regional centers.
  • 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_69a4935783b8819082b77726ec10cc42 completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a49d2a5f5481908bb9a71ff0f534d4 completed March 1, 2026, 8:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69b503cbee8481908f31124d8bc7fe9c completed March 14, 2026, 6:44 a.m.
NEDg Description generation batch_69b507f46edc8190b69206a645e0e59c completed March 14, 2026, 7:02 a.m.
NED2 Entity disambiguation (via description) batch_69b509622e5c8190993d9af5db1cab2a completed March 14, 2026, 7:08 a.m.
Created at: March 1, 2026, 7:33 p.m.