Triple

T1100772
Position Surface form Disambiguated ID Type / Status
Subject Georgia State Route 400 E24373 entity
Predicate hasJunctionWith P1018 FINISHED
Object State Route 141 (Peachtree Parkway) near Cumming
State Route 141 (Peachtree Parkway) near Cumming is a major suburban arterial road in Forsyth County, Georgia, serving as a key commuter and commercial corridor connecting the Cumming area with northern metro Atlanta.
E127096 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: State Route 141 (Peachtree Parkway) near Cumming | Statement: [Georgia State Route 400, hasJunctionWith, State Route 141 (Peachtree Parkway) near Cumming]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: State Route 141 (Peachtree Parkway) near Cumming
Context triple: [Georgia State Route 400, hasJunctionWith, State Route 141 (Peachtree Parkway) near Cumming]
  • A. U.S. Route 341 in Peach County
    U.S. Route 341 in Peach County is a primary north–south highway in central Georgia that serves as a key regional connector for local communities and through traffic.
  • B. Georgia State Route 14
    Georgia State Route 14 is a primary state highway in western Georgia that runs through the Atlanta metropolitan area, connecting communities such as College Park with other regional destinations.
  • C. Georgia State Route 10
    Georgia State Route 10 is a major east–west state highway in Georgia that connects Atlanta to several cities across the state, including Athens and Washington.
  • D. Georgia State Route 41
    Georgia State Route 41 is a state highway in west-central Georgia that runs north–south through several rural communities, including the town of Warm Springs.
  • E. Georgia State Route 109
    Georgia State Route 109 is a state highway in west-central Georgia that runs east–west through several counties, including Troup County, connecting local communities and major routes.
  • 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: State Route 141 (Peachtree Parkway) near Cumming
Triple: [Georgia State Route 400, hasJunctionWith, State Route 141 (Peachtree Parkway) near Cumming]
Generated description
State Route 141 (Peachtree Parkway) near Cumming is a major suburban arterial road in Forsyth County, Georgia, serving as a key commuter and commercial corridor connecting the Cumming area with northern metro Atlanta.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: State Route 141 (Peachtree Parkway) near Cumming
Target entity description: State Route 141 (Peachtree Parkway) near Cumming is a major suburban arterial road in Forsyth County, Georgia, serving as a key commuter and commercial corridor connecting the Cumming area with northern metro Atlanta.
  • A. U.S. Route 341 in Peach County
    U.S. Route 341 in Peach County is a primary north–south highway in central Georgia that serves as a key regional connector for local communities and through traffic.
  • B. Georgia State Route 14
    Georgia State Route 14 is a primary state highway in western Georgia that runs through the Atlanta metropolitan area, connecting communities such as College Park with other regional destinations.
  • C. Georgia State Route 10
    Georgia State Route 10 is a major east–west state highway in Georgia that connects Atlanta to several cities across the state, including Athens and Washington.
  • D. Georgia State Route 41
    Georgia State Route 41 is a state highway in west-central Georgia that runs north–south through several rural communities, including the town of Warm Springs.
  • E. Georgia State Route 109
    Georgia State Route 109 is a state highway in west-central Georgia that runs east–west through several counties, including Troup County, connecting local communities and major routes.
  • 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_69a4940542308190ac2a0b1f730b7cfc completed March 1, 2026, 7:31 p.m.
NER Named-entity recognition batch_69a4b9c079f48190a0e0ddda182f7a01 completed March 1, 2026, 10:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac4c47dbf88190a1898d7bda32ecb2 completed March 7, 2026, 4:03 p.m.
NEDg Description generation batch_69ac4feb86c88190abaed60e0782fec6 completed March 7, 2026, 4:18 p.m.
NED2 Entity disambiguation (via description) batch_69ac509b6fe48190973bbfabdc976541 completed March 7, 2026, 4:21 p.m.
Created at: March 1, 2026, 7:43 p.m.