Triple

T2789778
Position Surface form Disambiguated ID Type / Status
Subject Georgia State Route 53 E61899 entity
Predicate hasJunctionWith P1018 FINISHED
Object Interstate 985 near Gainesville, Georgia
Interstate 985 near Gainesville, Georgia is a limited-access highway spur of I-85 that serves as a primary route connecting the Atlanta metropolitan area to Gainesville and the northeast Georgia region.
E298914 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: Interstate 985 near Gainesville, Georgia | Statement: [Georgia State Route 53, hasJunctionWith, Interstate 985 near Gainesville, Georgia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Interstate 985 near Gainesville, Georgia
Context triple: [Georgia State Route 53, hasJunctionWith, Interstate 985 near Gainesville, Georgia]
  • A. Interstate 75 near Perry, Georgia
    Interstate 75 near Perry, Georgia is a major north–south interstate highway segment in central Georgia that serves as a key transportation corridor for regional and long-distance traffic.
  • B. Interstate 24 near Wildwood, Georgia
    Interstate 24 near Wildwood, Georgia is a key highway junction in northwestern Georgia where I-24 connects with Interstate 59, linking traffic between the Chattanooga area and points southwest toward Alabama.
  • C. U.S. Route 29 and State Route 8 near Athens, Georgia
    U.S. Route 29 and State Route 8 near Athens, Georgia is a major highway junction serving as a key access point to the Athens area and the nearby University of Georgia.
  • D. U.S. Route 29 near Newnan, Georgia
    U.S. Route 29 near Newnan, Georgia is a segment of the major north–south U.S. Highway that serves the Newnan area southwest of Atlanta, carrying regional traffic and connecting with several state routes and local roads.
  • E. Interstate 275 in Tampa Bay area
    Interstate 275 in the Tampa Bay area is a major auxiliary interstate highway that loops off I-75 to serve the cities of Tampa, St. Petersburg, and surrounding communities across the bay.
  • 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: Interstate 985 near Gainesville, Georgia
Triple: [Georgia State Route 53, hasJunctionWith, Interstate 985 near Gainesville, Georgia]
Generated description
Interstate 985 near Gainesville, Georgia is a limited-access highway spur of I-85 that serves as a primary route connecting the Atlanta metropolitan area to Gainesville and the northeast Georgia region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Interstate 985 near Gainesville, Georgia
Target entity description: Interstate 985 near Gainesville, Georgia is a limited-access highway spur of I-85 that serves as a primary route connecting the Atlanta metropolitan area to Gainesville and the northeast Georgia region.
  • A. Interstate 75 near Perry, Georgia
    Interstate 75 near Perry, Georgia is a major north–south interstate highway segment in central Georgia that serves as a key transportation corridor for regional and long-distance traffic.
  • B. Interstate 24 near Wildwood, Georgia
    Interstate 24 near Wildwood, Georgia is a key highway junction in northwestern Georgia where I-24 connects with Interstate 59, linking traffic between the Chattanooga area and points southwest toward Alabama.
  • C. U.S. Route 29 and State Route 8 near Athens, Georgia
    U.S. Route 29 and State Route 8 near Athens, Georgia is a major highway junction serving as a key access point to the Athens area and the nearby University of Georgia.
  • D. U.S. Route 29 near Newnan, Georgia
    U.S. Route 29 near Newnan, Georgia is a segment of the major north–south U.S. Highway that serves the Newnan area southwest of Atlanta, carrying regional traffic and connecting with several state routes and local roads.
  • E. Interstate 275 in Tampa Bay area
    Interstate 275 in the Tampa Bay area is a major auxiliary interstate highway that loops off I-75 to serve the cities of Tampa, St. Petersburg, and surrounding communities across the bay.
  • 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_69ab4b7f51d881908768300ebd2fbdae completed March 6, 2026, 9:47 p.m.
NER Named-entity recognition batch_69abddb4ef3081909122840a357801bf completed March 7, 2026, 8:11 a.m.
NED1 Entity disambiguation (via context triple) batch_69afc6589558819088442f09db328dac completed March 10, 2026, 7:20 a.m.
NEDg Description generation batch_69afc6d485d88190b281abec460ff24d completed March 10, 2026, 7:23 a.m.
NED2 Entity disambiguation (via description) batch_69afc750fee08190bf3c112f6f204af4 completed March 10, 2026, 7:25 a.m.
Created at: March 6, 2026, 9:58 p.m.