Triple

T473077
Position Surface form Disambiguated ID Type / Status
Subject Walton County, Florida E9000 entity
Predicate servedByHighway P385 FINISHED
Object U.S. Route 331
U.S. Route 331 is a north–south U.S. highway in the southeastern United States that connects the Florida Panhandle with central Alabama, serving as a key route to the Gulf Coast.
E332468 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 331 | Statement: [Walton County, Florida, servedByHighway, U.S. Route 331]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S. Route 331
Context triple: [Walton County, Florida, servedByHighway, U.S. Route 331]
  • A. 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.
  • B. U.S. Route 130
    U.S. Route 130 is a north–south U.S. highway in New Jersey that serves as a major commercial and commuter corridor through several central and southern New Jersey communities.
  • C. U.S. Route 501
    U.S. Route 501 is a U.S. Highway running through Virginia and North Carolina that serves as a key north–south transportation corridor connecting cities such as Durham and Myrtle Beach.
  • D. U.S. Route 54
    U.S. Route 54 is a major northeast–southwest U.S. highway that runs from El Paso, Texas, to Griggsville, Illinois, passing through several states in the central United States.
  • E. U.S. Route 69
    U.S. Route 69 is a major north–south United States highway that runs from Texas through several central states, connecting numerous cities and regional transportation networks.
  • 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 331
Triple: [Walton County, Florida, servedByHighway, U.S. Route 331]
Generated description
U.S. Route 331 is a north–south U.S. highway in the southeastern United States that connects the Florida Panhandle with central Alabama, serving as a key route to the Gulf Coast.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: U.S. Route 331
Target entity description: U.S. Route 331 is a north–south U.S. highway in the southeastern United States that connects the Florida Panhandle with central Alabama, serving as a key route to the Gulf Coast.
  • A. 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.
  • B. U.S. Route 130
    U.S. Route 130 is a north–south U.S. highway in New Jersey that serves as a major commercial and commuter corridor through several central and southern New Jersey communities.
  • C. U.S. Route 501
    U.S. Route 501 is a U.S. Highway running through Virginia and North Carolina that serves as a key north–south transportation corridor connecting cities such as Durham and Myrtle Beach.
  • D. U.S. Route 54
    U.S. Route 54 is a major northeast–southwest U.S. highway that runs from El Paso, Texas, to Griggsville, Illinois, passing through several states in the central United States.
  • E. U.S. Route 69
    U.S. Route 69 is a major north–south United States highway that runs from Texas through several central states, connecting numerous cities and regional transportation networks.
  • 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_69a2e7ff81708190b0507a24a997232c completed Feb. 28, 2026, 1:05 p.m.
NER Named-entity recognition batch_69a2eff24108819092fdb85019ec4089 completed Feb. 28, 2026, 1:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69b22465a5fc8190a4ce058a97e921cb completed March 12, 2026, 2:26 a.m.
NEDg Description generation batch_69b22534ce008190b3870460b6542a50 completed March 12, 2026, 2:30 a.m.
NED2 Entity disambiguation (via description) batch_69b22903b428819083af822577861a6b completed March 12, 2026, 2:46 a.m.
Created at: Feb. 28, 2026, 1:12 p.m.