Triple
T14928160
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Alpha Loop trail system |
E372184
|
entity |
| Predicate | partOfPlan |
P29774
|
FINISHED |
| Object |
Alpharetta long-range transportation and trail planning
Alpharetta long-range transportation and trail planning is the city’s comprehensive strategy for developing future transportation infrastructure and interconnected trail networks to support mobility, recreation, and sustainable growth.
|
E1127323
|
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: Alpharetta long-range transportation and trail planning | Statement: [Alpha Loop trail system, partOfPlan, Alpharetta long-range transportation and trail planning]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Alpharetta long-range transportation and trail planning Context triple: [Alpha Loop trail system, partOfPlan, Alpharetta long-range transportation and trail planning]
-
A.
Metropolitan Planning Organizations in Georgia
Metropolitan Planning Organizations in Georgia are regional transportation planning bodies that coordinate long-range transportation strategies and funding priorities for urbanized areas across the state.
-
B.
Augusta metropolitan area transportation network
The Augusta metropolitan area transportation network is the integrated system of highways, local roads, and related infrastructure that supports regional travel and connectivity in and around Augusta, Georgia.
-
C.
Warner Robins Area Transportation Study MPO
The Warner Robins Area Transportation Study MPO is a regional planning body responsible for coordinating long-range transportation planning and investment decisions in the Warner Robins, Georgia metropolitan area.
-
D.
An Appalachian Trail: A Project in Regional Planning
"An Appalachian Trail: A Project in Regional Planning" is the 1921 visionary essay by Benton MacKaye that first proposed the creation of the Appalachian Trail as both a long-distance footpath and a comprehensive regional planning initiative for conservation and community development.
-
E.
Macon Area Transportation Study MPO
The Macon Area Transportation Study MPO is a regional planning body responsible for coordinating long-range transportation planning and investment decisions in the greater Macon, Georgia area.
- 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: Alpharetta long-range transportation and trail planning Triple: [Alpha Loop trail system, partOfPlan, Alpharetta long-range transportation and trail planning]
Generated description
Alpharetta long-range transportation and trail planning is the city’s comprehensive strategy for developing future transportation infrastructure and interconnected trail networks to support mobility, recreation, and sustainable growth.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Alpharetta long-range transportation and trail planning Target entity description: Alpharetta long-range transportation and trail planning is the city’s comprehensive strategy for developing future transportation infrastructure and interconnected trail networks to support mobility, recreation, and sustainable growth.
-
A.
Metropolitan Planning Organizations in Georgia
Metropolitan Planning Organizations in Georgia are regional transportation planning bodies that coordinate long-range transportation strategies and funding priorities for urbanized areas across the state.
-
B.
Augusta metropolitan area transportation network
The Augusta metropolitan area transportation network is the integrated system of highways, local roads, and related infrastructure that supports regional travel and connectivity in and around Augusta, Georgia.
-
C.
Warner Robins Area Transportation Study MPO
The Warner Robins Area Transportation Study MPO is a regional planning body responsible for coordinating long-range transportation planning and investment decisions in the Warner Robins, Georgia metropolitan area.
-
D.
An Appalachian Trail: A Project in Regional Planning
"An Appalachian Trail: A Project in Regional Planning" is the 1921 visionary essay by Benton MacKaye that first proposed the creation of the Appalachian Trail as both a long-distance footpath and a comprehensive regional planning initiative for conservation and community development.
-
E.
Macon Area Transportation Study MPO
The Macon Area Transportation Study MPO is a regional planning body responsible for coordinating long-range transportation planning and investment decisions in the greater Macon, Georgia area.
- 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_69d85cc9da0c81908d583ca3f63a3908 |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69ded634e67881909daec9eaef188d09 |
completed | April 15, 2026, 12:05 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fe72c4f9c481909642efccb29f71d4 |
completed | May 8, 2026, 11:33 p.m. |
| NEDg | Description generation | batch_69fe744b9c048190ae2a64da53d8ffac |
completed | May 8, 2026, 11:39 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fe74d510808190a2379a2380fc327e |
completed | May 8, 2026, 11:42 p.m. |
Created at: April 10, 2026, 2:35 a.m.