Triple

T20883715
Position Surface form Disambiguated ID Type / Status
Subject U.S. Highways in Louisiana E514216 entity
Predicate hasRoute P4374 FINISHED
Object U.S. Route 80 in Louisiana
U.S. Route 80 in Louisiana is a major east–west highway that traverses the northern part of the state, connecting cities such as Shreveport and Monroe before continuing into neighboring states.
 E1456433 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 80 in Louisiana | Statement: [U.S. Highways in Louisiana, hasRoute, U.S. Route 80 in Louisiana]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: U.S. Route 80 in Louisiana
Context triple: [U.S. Highways in Louisiana, hasRoute, U.S. Route 80 in Louisiana]
  • A. U.S. Route 79 in Louisiana
    U.S. Route 79 in Louisiana is a segment of the federal U.S. Highway System that runs through northern Louisiana, connecting local communities to neighboring states as part of a major regional transportation corridor.
  • B. U.S. Route 84 in Louisiana
    U.S. Route 84 in Louisiana is a major east–west federal highway that traverses central and northern Louisiana, connecting rural communities and regional centers as part of the broader U.S. Route 84 corridor.
  • C. U.S. Route 51 in Louisiana
    U.S. Route 51 in Louisiana is a north–south United States highway that runs through the state, generally paralleling Interstate 55 and connecting New Orleans with communities in southeastern and central Louisiana.
  • D. U.S. Route 11 in Louisiana
    U.S. Route 11 in Louisiana is a north–south U.S. Highway that runs through the southeastern part of the state, connecting the New Orleans area to the Mississippi state line.
  • E. U.S. Route 90 in Florida
    U.S. Route 90 in Florida is a major east–west highway that parallels Interstate 10 across the Florida Panhandle and northern Florida, connecting cities such as Pensacola, Tallahassee, and Jacksonville.
  • 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 80 in Louisiana
Triple: [U.S. Highways in Louisiana, hasRoute, U.S. Route 80 in Louisiana]
Generated description
U.S. Route 80 in Louisiana is a major east–west highway that traverses the northern part of the state, connecting cities such as Shreveport and Monroe before continuing into neighboring states.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: U.S. Route 80 in Louisiana
Target entity description: U.S. Route 80 in Louisiana is a major east–west highway that traverses the northern part of the state, connecting cities such as Shreveport and Monroe before continuing into neighboring states.
  • A. U.S. Route 79 in Louisiana
    U.S. Route 79 in Louisiana is a segment of the federal U.S. Highway System that runs through northern Louisiana, connecting local communities to neighboring states as part of a major regional transportation corridor.
  • B. U.S. Route 84 in Louisiana
    U.S. Route 84 in Louisiana is a major east–west federal highway that traverses central and northern Louisiana, connecting rural communities and regional centers as part of the broader U.S. Route 84 corridor.
  • C. U.S. Route 51 in Louisiana
    U.S. Route 51 in Louisiana is a north–south United States highway that runs through the state, generally paralleling Interstate 55 and connecting New Orleans with communities in southeastern and central Louisiana.
  • D. U.S. Route 11 in Louisiana
    U.S. Route 11 in Louisiana is a north–south U.S. Highway that runs through the southeastern part of the state, connecting the New Orleans area to the Mississippi state line.
  • E. U.S. Route 90 in Florida
    U.S. Route 90 in Florida is a major east–west highway that parallels Interstate 10 across the Florida Panhandle and northern Florida, connecting cities such as Pensacola, Tallahassee, and Jacksonville.
  • 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_69e0b4f733f081908a401c0b7beb0b9f completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6c67bd32c819097301e330e358c49 completed April 21, 2026, 12:36 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0918c782008190ac4c6f0ee473071a completed May 17, 2026, 1:24 a.m.
NEDg Description generation batch_6a09194f440c8190aac98329720aaeb7 completed May 17, 2026, 1:26 a.m.
NED2 Entity disambiguation (via description) batch_6a091a1871c8819089d522e7d1dd2452 completed May 17, 2026, 1:30 a.m.
Created at: April 16, 2026, 12:46 p.m.