Triple

T8254578
Position Surface form Disambiguated ID Type / Status
Subject Chatsworth, Georgia E193039 entity
Predicate transportationRouteNearby P49834 FINISHED
Object Georgia State Route 52
Georgia State Route 52 is an east–west state highway in northern Georgia that traverses the Appalachian foothills and connects several towns and scenic areas.
 E722073 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 52 | Statement: [Chatsworth, Georgia, transportationRouteNearby, Georgia State Route 52]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Georgia State Route 52
Context triple: [Chatsworth, Georgia, transportationRouteNearby, Georgia State Route 52]
  • A. Georgia State Route 520
    Georgia State Route 520 is a major east–west state highway in Georgia that forms part of the multi-state "Corridor Z" route, connecting cities such as Columbus and Brunswick.
  • B. Georgia State Route 53
    Georgia State Route 53 is a major east–west state highway in northern Georgia that connects several cities and communities across the region.
  • C. Georgia State Route 50
    Georgia State Route 50 is a state highway in Georgia that serves as an east–west transportation corridor through several counties in the southwestern part of the state.
  • D. Georgia State Route 29
    Georgia State Route 29 is a state highway in Georgia that runs through several counties in the central and eastern part of the state, connecting local communities and serving as a regional transportation route.
  • E. 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.
  • 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 52
Triple: [Chatsworth, Georgia, transportationRouteNearby, Georgia State Route 52]
Generated description
Georgia State Route 52 is an east–west state highway in northern Georgia that traverses the Appalachian foothills and connects several towns and scenic areas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Georgia State Route 52
Target entity description: Georgia State Route 52 is an east–west state highway in northern Georgia that traverses the Appalachian foothills and connects several towns and scenic areas.
  • A. Georgia State Route 520
    Georgia State Route 520 is a major east–west state highway in Georgia that forms part of the multi-state "Corridor Z" route, connecting cities such as Columbus and Brunswick.
  • B. Georgia State Route 53
    Georgia State Route 53 is a major east–west state highway in northern Georgia that connects several cities and communities across the region.
  • C. Georgia State Route 50
    Georgia State Route 50 is a state highway in Georgia that serves as an east–west transportation corridor through several counties in the southwestern part of the state.
  • D. Georgia State Route 29
    Georgia State Route 29 is a state highway in Georgia that runs through several counties in the central and eastern part of the state, connecting local communities and serving as a regional transportation route.
  • E. 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.
  • 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_69ca82dfad9c8190b8cd18fb89f50f40 completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb78f8eccc8190b43204bf2f8defc1 completed March 31, 2026, 7:34 a.m.
NED1 Entity disambiguation (via context triple) batch_69cd354a412c8190963605d177d94a17 completed April 1, 2026, 3:10 p.m.
NEDg Description generation batch_69cd4e5e9a2c819099a65053a12c8fde completed April 1, 2026, 4:57 p.m.
NED2 Entity disambiguation (via description) batch_69cd507ce2a881909da6871a9f6df119 completed April 1, 2026, 5:06 p.m.
Created at: March 30, 2026, 5:48 p.m.