Triple

T6076558
Position Surface form Disambiguated ID Type / Status
Subject Georgia State Route 20 E135414 entity
Predicate abbreviation P43 FINISHED
Object GA 20
GA 20 is a state highway in Georgia that runs across the northern part of the state, connecting several suburbs and communities around the Atlanta metropolitan area.
 E565655 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 20 | Statement: [Georgia State Route 20, abbreviation, GA 20]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: GA 20
Context triple: [Georgia State Route 20, abbreviation, GA 20]
  • A. GA-02
    GA-02 is a congressional district in southwestern Georgia that includes cities such as Columbus and Albany and is represented in the U.S. House of Representatives.
  • B. GA 27
    GA 27 is a primary east–west state highway running across southern Georgia, connecting several small towns and regional centers.
  • C. GA 55
    GA 55 is a state highway in Georgia that serves as a regional connector route through several counties in the state.
  • D. GA 100
    GA 100 is a state highway in Georgia that runs north–south through several counties, connecting small towns and local communities.
  • E. 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.
  • 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 20
Triple: [Georgia State Route 20, abbreviation, GA 20]
Generated description
GA 20 is a state highway in Georgia that runs across the northern part of the state, connecting several suburbs and communities around the Atlanta metropolitan area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: GA 20
Target entity description: GA 20 is a state highway in Georgia that runs across the northern part of the state, connecting several suburbs and communities around the Atlanta metropolitan area.
  • A. GA-02
    GA-02 is a congressional district in southwestern Georgia that includes cities such as Columbus and Albany and is represented in the U.S. House of Representatives.
  • B. GA 27
    GA 27 is a primary east–west state highway running across southern Georgia, connecting several small towns and regional centers.
  • C. GA 55
    GA 55 is a state highway in Georgia that serves as a regional connector route through several counties in the state.
  • D. GA 100
    GA 100 is a state highway in Georgia that runs north–south through several counties, connecting small towns and local communities.
  • E. 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.
  • 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_69c0087ad31c8190ab936e0ff28614b6 completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c0575ec63081908a868a41855acf73 completed March 22, 2026, 8:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69c11d43f7908190845c2337cd243a3c completed March 23, 2026, 11 a.m.
NEDg Description generation batch_69c11db0b62c81908584215a5092a7a8 completed March 23, 2026, 11:02 a.m.
NED2 Entity disambiguation (via description) batch_69c11e4685d08190ac97e2356e64527e completed March 23, 2026, 11:04 a.m.
Created at: March 22, 2026, 4:11 p.m.