Triple

T7222991
Position Surface form Disambiguated ID Type / Status
Subject U.S. Route 27 in Georgia E150305 entity
Predicate connectsTo P845 FINISHED
Object U.S. Route 411 in Georgia
U.S. Route 411 in Georgia is a north–south U.S. Highway that runs through the northwestern part of the state, linking rural communities and regional centers as part of a multi-state corridor between Alabama and Tennessee.
 E649589 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 411 in Georgia | Statement: [U.S. Route 27 in Georgia, connectsTo, U.S. Route 411 in Georgia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: U.S. Route 411 in Georgia
Context triple: [U.S. Route 27 in Georgia, connectsTo, U.S. Route 411 in Georgia]
  • A. U.S. Route 41 in Georgia
    U.S. Route 41 in Georgia is a major north–south highway that runs from the Florida state line through cities such as Valdosta, Macon, and Atlanta before continuing into Tennessee.
  • B. U.S. Route 19 in Georgia
    U.S. Route 19 in Georgia is a major north–south U.S. Highway that traverses the state from the Florida line to the North Carolina border, passing through key cities including Atlanta.
  • C. U.S. Route 17 in Georgia
    U.S. Route 17 in Georgia is a major north–south U.S. Highway that runs along the state’s southeastern coast, connecting coastal communities and serving as an important regional transportation corridor.
  • D. U.S. Route 41 in Florida
    U.S. Route 41 in Florida is a major north–south U.S. Highway that runs from the southern tip of the state near Miami through the Everglades and several Gulf Coast cities before continuing north toward Georgia.
  • E. U.S. Route 441 in Florida
    U.S. Route 441 in Florida is a major north–south U.S. Highway that runs inland through central and northern Florida, connecting cities such as Miami, Orlando, and Gainesville.
  • 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 411 in Georgia
Triple: [U.S. Route 27 in Georgia, connectsTo, U.S. Route 411 in Georgia]
Generated description
U.S. Route 411 in Georgia is a north–south U.S. Highway that runs through the northwestern part of the state, linking rural communities and regional centers as part of a multi-state corridor between Alabama and Tennessee.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: U.S. Route 411 in Georgia
Target entity description: U.S. Route 411 in Georgia is a north–south U.S. Highway that runs through the northwestern part of the state, linking rural communities and regional centers as part of a multi-state corridor between Alabama and Tennessee.
  • A. U.S. Route 41 in Georgia
    U.S. Route 41 in Georgia is a major north–south highway that runs from the Florida state line through cities such as Valdosta, Macon, and Atlanta before continuing into Tennessee.
  • B. U.S. Route 19 in Georgia
    U.S. Route 19 in Georgia is a major north–south U.S. Highway that traverses the state from the Florida line to the North Carolina border, passing through key cities including Atlanta.
  • C. U.S. Route 17 in Georgia
    U.S. Route 17 in Georgia is a major north–south U.S. Highway that runs along the state’s southeastern coast, connecting coastal communities and serving as an important regional transportation corridor.
  • D. U.S. Route 41 in Florida
    U.S. Route 41 in Florida is a major north–south U.S. Highway that runs from the southern tip of the state near Miami through the Everglades and several Gulf Coast cities before continuing north toward Georgia.
  • E. U.S. Route 441 in Florida
    U.S. Route 441 in Florida is a major north–south U.S. Highway that runs inland through central and northern Florida, connecting cities such as Miami, Orlando, and Gainesville.
  • 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_69c687effb44819092b95d07d0368c9f completed March 27, 2026, 1:36 p.m.
NER Named-entity recognition batch_69c6e9b54a5c8190a4a289f32853a8fe completed March 27, 2026, 8:33 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7cc0c3ff08190b855fa57967586ce completed March 28, 2026, 12:39 p.m.
NEDg Description generation batch_69c7cc93801081908c9617bc0f768bd3 completed March 28, 2026, 12:41 p.m.
NED2 Entity disambiguation (via description) batch_69c7cd337e14819089af22ff14a8dcf4 completed March 28, 2026, 12:44 p.m.
Created at: March 27, 2026, 2:54 p.m.