Triple

T20883712
Position Surface form Disambiguated ID Type / Status
Subject U.S. Highways in Louisiana E514216 entity
Predicate hasRoute P4374 FINISHED
Object U.S. Route 65 in Louisiana
U.S. Route 65 in Louisiana is a north–south United States highway that runs through the northeastern part of the state, connecting rural communities and serving as a key corridor toward Arkansas and Mississippi.
 E1458306 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 65 in Louisiana | Statement: [U.S. Highways in Louisiana, hasRoute, U.S. Route 65 in Louisiana]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: U.S. Route 65 in Louisiana
Context triple: [U.S. Highways in Louisiana, hasRoute, U.S. Route 65 in Louisiana]
  • A. 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.
  • B. U.S. Route 65 in Arkansas
    U.S. Route 65 in Arkansas is a major north–south federal highway that traverses the state, connecting key cities and serving as an important regional transportation corridor.
  • C. 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.
  • D. 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.
  • E. U.S. Route 67 in Arkansas
    U.S. Route 67 in Arkansas is a major north–south U.S. Highway that serves as an important transportation corridor connecting multiple cities and regions across the state.
  • 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 65 in Louisiana
Triple: [U.S. Highways in Louisiana, hasRoute, U.S. Route 65 in Louisiana]
Generated description
U.S. Route 65 in Louisiana is a north–south United States highway that runs through the northeastern part of the state, connecting rural communities and serving as a key corridor toward Arkansas and Mississippi.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: U.S. Route 65 in Louisiana
Target entity description: U.S. Route 65 in Louisiana is a north–south United States highway that runs through the northeastern part of the state, connecting rural communities and serving as a key corridor toward Arkansas and Mississippi.
  • A. 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.
  • B. U.S. Route 65 in Arkansas
    U.S. Route 65 in Arkansas is a major north–south federal highway that traverses the state, connecting key cities and serving as an important regional transportation corridor.
  • C. 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.
  • D. 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.
  • E. U.S. Route 67 in Arkansas
    U.S. Route 67 in Arkansas is a major north–south U.S. Highway that serves as an important transportation corridor connecting multiple cities and regions across the state.
  • 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_6a091fb9ac788190af4534ed4ceef34a completed May 17, 2026, 1:54 a.m.
NEDg Description generation batch_6a09222021188190b47f8b234f6b722d completed May 17, 2026, 2:04 a.m.
NED2 Entity disambiguation (via description) batch_6a092282d6d881909fff6ec0cc2a2ffb completed May 17, 2026, 2:05 a.m.
Created at: April 16, 2026, 12:46 p.m.