Triple

T5473496
Position Surface form Disambiguated ID Type / Status
Subject Georgia State Route 27 E122891 entity
Predicate abbreviation P43 FINISHED
Object GA 27
GA 27 is a primary east–west state highway running across southern Georgia, connecting several small towns and regional centers.
 E521959 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: GA 27 | Statement: [Georgia State Route 27, abbreviation, GA 27]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: GA 27
Context triple: [Georgia State Route 27, abbreviation, GA 27]
  • A. GA 16
    GA 16 is a state highway in Georgia that runs east–west across the central part of the state, connecting several towns and major routes.
  • B. GA 55
    GA 55 is a state highway in Georgia that serves as a regional connector route through several counties in the state.
  • C. GA 219
    GA 219 is a state highway in Georgia that serves as a regional connector route through west-central parts of the state.
  • D. GA 54
    GA 54 is a state highway in Georgia that connects several communities in the western part of the state, including areas south of Atlanta.
  • E. GA 14
    GA 14 is a state highway in Georgia that serves as a key route connecting several cities and communities in the western part of the state.
  • 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: GA 27
Triple: [Georgia State Route 27, abbreviation, GA 27]
Generated description
GA 27 is a primary east–west state highway running across southern Georgia, connecting several small towns and regional centers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: GA 27
Target entity description: GA 27 is a primary east–west state highway running across southern Georgia, connecting several small towns and regional centers.
  • A. GA 16
    GA 16 is a state highway in Georgia that runs east–west across the central part of the state, connecting several towns and major routes.
  • B. GA 55
    GA 55 is a state highway in Georgia that serves as a regional connector route through several counties in the state.
  • C. GA 219
    GA 219 is a state highway in Georgia that serves as a regional connector route through west-central parts of the state.
  • D. GA 54
    GA 54 is a state highway in Georgia that connects several communities in the western part of the state, including areas south of Atlanta.
  • E. GA 14
    GA 14 is a state highway in Georgia that serves as a key route connecting several cities and communities in the western part of the state.
  • 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_69bd46459ff48190823377457bcf7128 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd9230d6d88190a9ac48a4488e1754 completed March 20, 2026, 6:30 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf48982b348190907c11424559cf76 completed March 22, 2026, 1:40 a.m.
NEDg Description generation batch_69bf48fd9b188190a6b880ff38b1ac67 completed March 22, 2026, 1:42 a.m.
NED2 Entity disambiguation (via description) batch_69bf496a356081909a425c14dd9c5022 completed March 22, 2026, 1:44 a.m.
Created at: March 20, 2026, 2:09 p.m.