Triple

T7786748
Position Surface form Disambiguated ID Type / Status
Subject Cochran, Georgia E187264 entity
Predicate hasTransportation P105 FINISHED
Object Georgia State Route 112
Georgia State Route 112 is a state highway in Georgia that runs through central parts of the state, connecting communities such as Cochran and serving as a regional north–south route.
 E698304 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 112 | Statement: [Cochran, Georgia, hasTransportation, Georgia State Route 112]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Georgia State Route 112
Context triple: [Cochran, Georgia, hasTransportation, Georgia State Route 112]
  • A. Georgia State Route 111
    Georgia State Route 111 is a state highway in southern Georgia that connects the city of Cairo with other nearby communities and regional routes.
  • B. Georgia State Route 117
    Georgia State Route 117 is a state highway in central Georgia that connects several rural communities and counties, including Laurens County, providing a regional north–south transportation link.
  • C. 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.
  • D. Georgia State Route 129
    Georgia State Route 129 is a state highway in Georgia that serves as a regional connector route, intersecting with several major roads in the state.
  • E. Georgia State Route 12
    Georgia State Route 12 is an east–west state highway in Georgia that connects several central and eastern communities, often running concurrently with other 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: Georgia State Route 112
Triple: [Cochran, Georgia, hasTransportation, Georgia State Route 112]
Generated description
Georgia State Route 112 is a state highway in Georgia that runs through central parts of the state, connecting communities such as Cochran and serving as a regional north–south route.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Georgia State Route 112
Target entity description: Georgia State Route 112 is a state highway in Georgia that runs through central parts of the state, connecting communities such as Cochran and serving as a regional north–south route.
  • A. Georgia State Route 111
    Georgia State Route 111 is a state highway in southern Georgia that connects the city of Cairo with other nearby communities and regional routes.
  • B. Georgia State Route 117
    Georgia State Route 117 is a state highway in central Georgia that connects several rural communities and counties, including Laurens County, providing a regional north–south transportation link.
  • C. 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.
  • D. Georgia State Route 129
    Georgia State Route 129 is a state highway in Georgia that serves as a regional connector route, intersecting with several major roads in the state.
  • E. Georgia State Route 12
    Georgia State Route 12 is an east–west state highway in Georgia that connects several central and eastern communities, often running concurrently with other 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_69ca82af2d2c8190963861f5e0b8bf21 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cadf2462248190863f838f0e077923 completed March 30, 2026, 8:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69cb59f230d48190ad4cb08e9e73f19e completed March 31, 2026, 5:21 a.m.
NEDg Description generation batch_69cb5f1afe0c8190916c7a9b2eab9270 completed March 31, 2026, 5:43 a.m.
NED2 Entity disambiguation (via description) batch_69cb764973f88190964f91ee7e3fdc06 completed March 31, 2026, 7:22 a.m.
Created at: March 30, 2026, 4:24 p.m.