Triple

T5023318
Position Surface form Disambiguated ID Type / Status
Subject Laurens County, Georgia E112908 entity
Predicate locatedOnTransportCorridor P2409 FINISHED
Object Georgia State Route 338
Georgia State Route 338 is a state highway in central Georgia that serves as a local connector route within Laurens County.
 E496918 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: Georgia State Route 338 | Statement: [Laurens County, Georgia, locatedOnTransportCorridor, Georgia State Route 338]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Georgia State Route 338
Context triple: [Laurens County, Georgia, locatedOnTransportCorridor, Georgia State Route 338]
  • A. Georgia State Route 308
    Georgia State Route 308 is a short state highway in Georgia that serves local traffic in rural Sumter County, connecting small communities and other regional routes.
  • B. Georgia State Route 309
    Georgia State Route 309 is a state highway in Georgia that serves as a regional connector route in and around Decatur County.
  • C. Georgia State Route 38
    Georgia State Route 38 is an east–west state highway in southern Georgia that connects several communities, including Bainbridge and Waycross, and serves as a key regional corridor.
  • D. Georgia State Route 34
    Georgia State Route 34 is an east–west state highway in west-central Georgia that connects several communities, including Newnan in Coweta County, serving as a key regional transportation corridor.
  • E. Georgia State Route 300
    Georgia State Route 300 is a primary state highway in southwestern Georgia that serves as a major connector to and from Albany and surrounding areas.
  • 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: Georgia State Route 338
Triple: [Laurens County, Georgia, locatedOnTransportCorridor, Georgia State Route 338]
Generated description
Georgia State Route 338 is a state highway in central Georgia that serves as a local connector route within Laurens County.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Georgia State Route 338
Target entity description: Georgia State Route 338 is a state highway in central Georgia that serves as a local connector route within Laurens County.
  • A. Georgia State Route 308
    Georgia State Route 308 is a short state highway in Georgia that serves local traffic in rural Sumter County, connecting small communities and other regional routes.
  • B. Georgia State Route 309
    Georgia State Route 309 is a state highway in Georgia that serves as a regional connector route in and around Decatur County.
  • C. Georgia State Route 38
    Georgia State Route 38 is an east–west state highway in southern Georgia that connects several communities, including Bainbridge and Waycross, and serves as a key regional corridor.
  • D. Georgia State Route 34
    Georgia State Route 34 is an east–west state highway in west-central Georgia that connects several communities, including Newnan in Coweta County, serving as a key regional transportation corridor.
  • E. Georgia State Route 300
    Georgia State Route 300 is a primary state highway in southwestern Georgia that serves as a major connector to and from Albany and surrounding areas.
  • 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_69bd4435c2f48190be593158cbfcf8a3 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd73670578819099a56112950708a8 completed March 20, 2026, 4:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69becfaf46948190ae05ecab52da2e8d completed March 21, 2026, 5:04 p.m.
NEDg Description generation batch_69bed03729048190b4ce944b5963f2c3 completed March 21, 2026, 5:07 p.m.
NED2 Entity disambiguation (via description) batch_69bed08c6f2c81909b50ddc1035445ae completed March 21, 2026, 5:08 p.m.
Created at: March 20, 2026, 1:36 p.m.