Triple

T20883714
Position Surface form Disambiguated ID Type / Status
Subject U.S. Highways in Louisiana E514216 entity
Predicate hasRoute P4374 FINISHED
Object 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.
E1455258 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 79 in Louisiana | Statement: [U.S. Highways in Louisiana, hasRoute, U.S. Route 79 in Louisiana]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S. Route 79 in Louisiana
Context triple: [U.S. Highways in Louisiana, hasRoute, U.S. Route 79 in Louisiana]
  • A. U.S. Route 79 in Arkansas
    U.S. Route 79 in Arkansas is a major north–south U.S. Highway that traverses the state, connecting rural areas with key cities and serving as an important regional transportation corridor.
  • B. Louisiana Highway 70
    Louisiana Highway 70 is a state highway in Louisiana that runs through several parishes, connecting small communities and industrial areas along the Mississippi River region.
  • C. U.S. Route 270 in Arkansas
    U.S. Route 270 in Arkansas is a major east–west U.S. Highway that connects central and western parts of the state, serving cities such as Hot Springs and linking to neighboring states’ highway networks.
  • D. U.S. Route 90 in Alabama
    U.S. Route 90 in Alabama is a major east–west U.S. Highway that runs across southern Alabama, connecting key Gulf Coast communities and serving as an important regional transportation corridor.
  • 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 79 in Louisiana
Triple: [U.S. Highways in Louisiana, hasRoute, U.S. Route 79 in Louisiana]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: U.S. Route 79 in Louisiana
Target entity description: 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.
  • A. U.S. Route 79 in Arkansas
    U.S. Route 79 in Arkansas is a major north–south U.S. Highway that traverses the state, connecting rural areas with key cities and serving as an important regional transportation corridor.
  • B. Louisiana Highway 70
    Louisiana Highway 70 is a state highway in Louisiana that runs through several parishes, connecting small communities and industrial areas along the Mississippi River region.
  • C. U.S. Route 270 in Arkansas
    U.S. Route 270 in Arkansas is a major east–west U.S. Highway that connects central and western parts of the state, serving cities such as Hot Springs and linking to neighboring states’ highway networks.
  • D. U.S. Route 90 in Alabama
    U.S. Route 90 in Alabama is a major east–west U.S. Highway that runs across southern Alabama, connecting key Gulf Coast communities and serving as an important regional transportation corridor.
  • 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_6a0913a67fec819093ea6b8388f983f0 completed May 17, 2026, 1:02 a.m.
NEDg Description generation batch_6a0914d5ffb081909f7eca2593de8a10 completed May 17, 2026, 1:07 a.m.
NED2 Entity disambiguation (via description) batch_6a0915665ec081909695a6c4aba50dbc completed May 17, 2026, 1:09 a.m.
Created at: April 16, 2026, 12:46 p.m.