Triple

T4455627
Position Surface form Disambiguated ID Type / Status
Subject Seminole County, Georgia E97713 entity
Predicate hasMajorHighway P385 FINISHED
Object Georgia State Route 39
Georgia State Route 39 is a state highway in southwestern Georgia that runs generally north–south, connecting several rural communities and providing regional access through counties such as Seminole.
 E442187 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 39 | Statement: [Seminole County, Georgia, hasMajorHighway, Georgia State Route 39]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Georgia State Route 39
Context triple: [Seminole County, Georgia, hasMajorHighway, Georgia State Route 39]
  • A. 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.
  • 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 49
    Georgia State Route 49 is a state highway in Georgia that runs through central parts of the state, connecting several communities and facilitating regional travel.
  • D. 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.
  • E. 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.
  • 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 39
Triple: [Seminole County, Georgia, hasMajorHighway, Georgia State Route 39]
Generated description
Georgia State Route 39 is a state highway in southwestern Georgia that runs generally north–south, connecting several rural communities and providing regional access through counties such as Seminole.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Georgia State Route 39
Target entity description: Georgia State Route 39 is a state highway in southwestern Georgia that runs generally north–south, connecting several rural communities and providing regional access through counties such as Seminole.
  • A. 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.
  • 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 49
    Georgia State Route 49 is a state highway in Georgia that runs through central parts of the state, connecting several communities and facilitating regional travel.
  • D. 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.
  • E. 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.
  • 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_69b3454777808190b78aa9047ba1f018 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b355f79ca481909338dda9f4f7171f completed March 13, 2026, 12:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69b6282743e08190a2c84f3b80c6d260 completed March 15, 2026, 3:31 a.m.
NEDg Description generation batch_69b62af29d3c81908cb82d142c2a55a4 completed March 15, 2026, 3:43 a.m.
NED2 Entity disambiguation (via description) batch_69b62ba4d6c88190b4eaacd09a0b2b66 completed March 15, 2026, 3:46 a.m.
Created at: March 12, 2026, 11:33 p.m.