Triple

T22348717
Position Surface form Disambiguated ID Type / Status
Subject Georgia State Route 441 E552468 entity
Predicate abbreviation P43 FINISHED
Object GA 441
GA 441 is a state highway in Georgia that serves as part of the U.S. Route 441 corridor, connecting various communities across the state.
 E1531063 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 441 | Statement: [Georgia State Route 441, abbreviation, GA 441]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: GA 441
Context triple: [Georgia State Route 441, abbreviation, GA 441]
  • A. GA 4
    GA 4 is a primary north–south state highway in Georgia that runs through the eastern part of the state, connecting several communities and major routes.
  • B. 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.
  • C. 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.
  • D. GA 117
    GA 117 is a state highway in Georgia that connects several rural communities in the central and southeastern parts of the state.
  • E. GA 400
    GA 400 is a major north–south freeway in Georgia that connects downtown Atlanta with its northern suburbs and exurbs.
  • 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 441
Triple: [Georgia State Route 441, abbreviation, GA 441]
Generated description
GA 441 is a state highway in Georgia that serves as part of the U.S. Route 441 corridor, connecting various communities across the state.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: GA 441
Target entity description: GA 441 is a state highway in Georgia that serves as part of the U.S. Route 441 corridor, connecting various communities across the state.
  • A. GA 4
    GA 4 is a primary north–south state highway in Georgia that runs through the eastern part of the state, connecting several communities and major routes.
  • B. 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.
  • C. 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.
  • D. GA 117
    GA 117 is a state highway in Georgia that connects several rural communities in the central and southeastern parts of the state.
  • E. GA 400
    GA 400 is a major north–south freeway in Georgia that connects downtown Atlanta with its northern suburbs and exurbs.
  • 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_69e11e4a0ad08190a385b4d343cf6524 completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f1579a1c308190ae2174f99ae317ab completed April 29, 2026, 12:58 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0ad5337cb48190b717d997d367551a completed May 18, 2026, 9 a.m.
NEDg Description generation batch_6a0ad9947a8481909b36b72d15432d63 completed May 18, 2026, 9:19 a.m.
NED2 Entity disambiguation (via description) batch_6a0ada8fe7208190bc1143e328abc112 completed May 18, 2026, 9:23 a.m.
Created at: April 16, 2026, 8:43 p.m.