Triple

T14302412
Position Surface form Disambiguated ID Type / Status
Subject Banks County E354599 entity
Predicate hasStateRoute P13417 FINISHED
Object Georgia State Route 59
Georgia State Route 59 is a state highway in northeastern Georgia that serves as a regional connector through rural communities, including areas of Banks County.
E1107527 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 59 | Statement: [Banks County, hasStateRoute, Georgia State Route 59]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Georgia State Route 59
Context triple: [Banks County, hasStateRoute, Georgia State Route 59]
  • A. Georgia State Route 51
    Georgia State Route 51 is a state highway in northeastern Georgia that connects several small communities and rural areas, including parts of Banks County.
  • B. 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.
  • C. Georgia State Route 55
    Georgia State Route 55 is a state highway in Georgia that serves as a regional connector route through several counties, linking small towns and local roads to larger transportation corridors.
  • D. 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.
  • E. 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.
  • 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 59
Triple: [Banks County, hasStateRoute, Georgia State Route 59]
Generated description
Georgia State Route 59 is a state highway in northeastern Georgia that serves as a regional connector through rural communities, including areas of Banks County.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Georgia State Route 59
Target entity description: Georgia State Route 59 is a state highway in northeastern Georgia that serves as a regional connector through rural communities, including areas of Banks County.
  • A. Georgia State Route 51
    Georgia State Route 51 is a state highway in northeastern Georgia that connects several small communities and rural areas, including parts of Banks County.
  • B. 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.
  • C. Georgia State Route 55
    Georgia State Route 55 is a state highway in Georgia that serves as a regional connector route through several counties, linking small towns and local roads to larger transportation corridors.
  • D. 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.
  • E. 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.
  • 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_69d8278e17088190b328c5a9d4be74ff completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de717fc2348190bb6ba3109bd2871f completed April 14, 2026, 4:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd94a018c88190b4fdbf36687ad973 completed May 8, 2026, 7:45 a.m.
NEDg Description generation batch_69fd951e076481909e10e41ce8a54c1d completed May 8, 2026, 7:47 a.m.
NED2 Entity disambiguation (via description) batch_69fd959a6a74819096ee02b9f6fe227b completed May 8, 2026, 7:49 a.m.
Created at: April 10, 2026, 1:12 a.m.