Triple

T20883716
Position Surface form Disambiguated ID Type / Status
Subject U.S. Highways in Louisiana E514216 entity
Predicate hasRoute P4374 FINISHED
Object 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.
E1455259 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 84 in Louisiana | Statement: [U.S. Highways in Louisiana, hasRoute, U.S. Route 84 in Louisiana]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S. Route 84 in Louisiana
Context triple: [U.S. Highways in Louisiana, hasRoute, U.S. Route 84 in Louisiana]
  • A. U.S. Route 84 in Alabama
    U.S. Route 84 in Alabama is a major east–west U.S. Highway crossing southern Alabama, connecting cities such as Andalusia, Opp, and Dothan as part of a regional corridor between Mississippi and Georgia.
  • B. U.S. Route 84 in Texas
    U.S. Route 84 in Texas is a major east–west U.S. highway crossing the state and connecting rural communities with regional centers such as Lubbock and Waco.
  • C. Louisiana Highway 818
    Louisiana Highway 818 is a state-maintained roadway in northern Louisiana that serves local traffic within Lincoln Parish.
  • D. U.S. Route 82 in Arkansas
    U.S. Route 82 in Arkansas is an east–west United States highway that crosses southern Arkansas, connecting rural communities with regional centers and continuing into neighboring states.
  • E. U.S. Route 84 in Georgia
    U.S. Route 84 in Georgia is a major east–west U.S. Highway that traverses the southern part of the state, linking cities such as Bainbridge, Thomasville, and Waycross and serving as an important regional transportation corridor.
  • 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 84 in Louisiana
Triple: [U.S. Highways in Louisiana, hasRoute, U.S. Route 84 in Louisiana]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: U.S. Route 84 in Louisiana
Target entity description: 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.
  • A. U.S. Route 84 in Alabama
    U.S. Route 84 in Alabama is a major east–west U.S. Highway crossing southern Alabama, connecting cities such as Andalusia, Opp, and Dothan as part of a regional corridor between Mississippi and Georgia.
  • B. U.S. Route 84 in Texas
    U.S. Route 84 in Texas is a major east–west U.S. highway crossing the state and connecting rural communities with regional centers such as Lubbock and Waco.
  • C. Louisiana Highway 818
    Louisiana Highway 818 is a state-maintained roadway in northern Louisiana that serves local traffic within Lincoln Parish.
  • D. U.S. Route 82 in Arkansas
    U.S. Route 82 in Arkansas is an east–west United States highway that crosses southern Arkansas, connecting rural communities with regional centers and continuing into neighboring states.
  • E. U.S. Route 84 in Georgia
    U.S. Route 84 in Georgia is a major east–west U.S. Highway that traverses the southern part of the state, linking cities such as Bainbridge, Thomasville, and Waycross and serving as an important regional transportation corridor.
  • 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.