Triple

T18729279
Position Surface form Disambiguated ID Type / Status
Subject Hinesville, Georgia E457987 entity
Predicate hasNearbyHighway P385 FINISHED
Object Georgia State Route 196 — NE NERFINISHED

How this triple was built (3 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 196 | Statement: [Hinesville, Georgia, hasNearbyHighway, Georgia State Route 196]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Georgia State Route 196
Context triple: [Hinesville, Georgia, hasNearbyHighway, Georgia State Route 196]
  • A. Georgia State Route 193
    Georgia State Route 193 is a state highway in northwest Georgia that runs through rural areas of Walker County, connecting local communities and providing access to nearby regional routes.
  • B. Georgia State Route 195
    Georgia State Route 195 is a state highway in southwestern Georgia that provides a regional north–south connection through rural areas including Sumter County.
  • C. Georgia State Route 169
    Georgia State Route 169 is a state highway in southeastern Georgia that connects rural communities as part of the regional transportation network.
  • D. Georgia State Route 189
    Georgia State Route 189 is a state highway in northwestern Georgia that runs across Lookout Mountain, connecting scenic and rural areas in Dade and Walker counties.
  • E. Georgia State Route 19
    Georgia State Route 19 is a primary north–south state highway in central Georgia that connects several communities and counties, including Laurens County, and serves as an important regional transportation corridor.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Georgia State Route 196
Target entity description: Georgia State Route 196 is a state highway in southeastern Georgia that connects Hinesville with surrounding communities and provides regional access to Fort Stewart and nearby coastal areas.
  • A. Georgia State Route 193
    Georgia State Route 193 is a state highway in northwest Georgia that runs through rural areas of Walker County, connecting local communities and providing access to nearby regional routes.
  • B. Georgia State Route 195
    Georgia State Route 195 is a state highway in southwestern Georgia that provides a regional north–south connection through rural areas including Sumter County.
  • C. Georgia State Route 169
    Georgia State Route 169 is a state highway in southeastern Georgia that connects rural communities as part of the regional transportation network.
  • D. Georgia State Route 189
    Georgia State Route 189 is a state highway in northwestern Georgia that runs across Lookout Mountain, connecting scenic and rural areas in Dade and Walker counties.
  • E. Georgia State Route 19
    Georgia State Route 19 is a primary north–south state highway in central Georgia that connects several communities and counties, including Laurens County, and serves as an important regional transportation corridor.
  • F. None of above. chosen

Provenance (2 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_69d8d393ba9c8190a8b03b04ddbb0a09 completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e56d7660488190b4f70db963d05ef6 completed April 20, 2026, 12:04 a.m.
Created at: April 10, 2026, 11:50 a.m.