Triple

T9731469
Position Surface form Disambiguated ID Type / Status
Subject Lee County, Georgia E235751 entity
Predicate hasMajorHighway P385 FINISHED
Object Georgia State Route 32
Georgia State Route 32 is an east–west state highway in southern Georgia that connects multiple rural communities and regional centers across the state.
E818003 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 32 | Statement: [Lee County, Georgia, hasMajorHighway, Georgia State Route 32]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Georgia State Route 32
Context triple: [Lee County, Georgia, hasMajorHighway, Georgia State Route 32]
  • A. Georgia State Route 30
    Georgia State Route 30 is an east–west state highway in Georgia that runs across the southern part of the state, connecting several counties and communities.
  • B. 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.
  • C. Georgia State Route 31
    Georgia State Route 31 is a state highway in Georgia that runs through several counties in the southern and central parts of the state, serving as a regional connector for local communities.
  • D. Georgia State Route 36
    Georgia State Route 36 is a state highway in central Georgia that connects several communities as it runs between the Griffin area and the Jackson/Milledgeville region.
  • E. Georgia State Route 37
    Georgia State Route 37 is an east–west state highway in southern Georgia that connects several rural communities and counties, including Clinch County.
  • 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 32
Triple: [Lee County, Georgia, hasMajorHighway, Georgia State Route 32]
Generated description
Georgia State Route 32 is an east–west state highway in southern Georgia that connects multiple rural communities and regional centers across the state.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Georgia State Route 32
Target entity description: Georgia State Route 32 is an east–west state highway in southern Georgia that connects multiple rural communities and regional centers across the state.
  • A. Georgia State Route 30
    Georgia State Route 30 is an east–west state highway in Georgia that runs across the southern part of the state, connecting several counties and communities.
  • B. 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.
  • C. Georgia State Route 31
    Georgia State Route 31 is a state highway in Georgia that runs through several counties in the southern and central parts of the state, serving as a regional connector for local communities.
  • D. Georgia State Route 36
    Georgia State Route 36 is a state highway in central Georgia that connects several communities as it runs between the Griffin area and the Jackson/Milledgeville region.
  • E. Georgia State Route 37
    Georgia State Route 37 is an east–west state highway in southern Georgia that connects several rural communities and counties, including Clinch County.
  • 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_69ca84d0fad481909cdd45aa77416c48 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cd9eb2373c81909139c7a2ff2aa541 completed April 1, 2026, 10:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1afba5ec081908044a4aefdc6f9ee completed April 5, 2026, 12:41 a.m.
NEDg Description generation batch_69d1b0dde93881908fcec28de9cfa99d completed April 5, 2026, 12:46 a.m.
NED2 Entity disambiguation (via description) batch_69d1b1bbe6108190af17b75f79c0f465 completed April 5, 2026, 12:50 a.m.
Created at: March 30, 2026, 8:22 p.m.