Triple

T5023315
Position Surface form Disambiguated ID Type / Status
Subject Laurens County, Georgia E112908 entity
Predicate locatedOnTransportCorridor P2409 FINISHED
Object 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.
 E492509 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 31 | Statement: [Laurens County, Georgia, locatedOnTransportCorridor, Georgia State Route 31]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Georgia State Route 31
Context triple: [Laurens County, Georgia, locatedOnTransportCorridor, Georgia State Route 31]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Georgia State Route 41
    Georgia State Route 41 is a state highway in west-central Georgia that runs north–south through several rural communities, including the town of Warm Springs.
  • E. Georgia State Route 11
    Georgia State Route 11 is a primary north–south state highway in Georgia that connects several key cities and communities across 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: Georgia State Route 31
Triple: [Laurens County, Georgia, locatedOnTransportCorridor, Georgia State Route 31]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Georgia State Route 31
Target entity description: 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.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Georgia State Route 41
    Georgia State Route 41 is a state highway in west-central Georgia that runs north–south through several rural communities, including the town of Warm Springs.
  • E. Georgia State Route 11
    Georgia State Route 11 is a primary north–south state highway in Georgia that connects several key cities and communities across 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_69bd4435c2f48190be593158cbfcf8a3 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd73670578819099a56112950708a8 completed March 20, 2026, 4:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69beb0ecf0d88190b459d9c29bfc005d completed March 21, 2026, 2:53 p.m.
NEDg Description generation batch_69beb252ca2c8190b1bf7978b50c7ef6 completed March 21, 2026, 2:59 p.m.
NED2 Entity disambiguation (via description) batch_69beb2b989788190b81e6f60398bd49d completed March 21, 2026, 3:01 p.m.
Created at: March 20, 2026, 1:36 p.m.