Triple
T12478854
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Georgia State Route 515 |
E298249
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
Appalachian Development Highway System
The Appalachian Development Highway System is a network of highways designed to improve economic development and transportation access throughout the Appalachian region of the United States.
|
E984143
|
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: Appalachian Development Highway System | Statement: [Georgia State Route 515, partOf, Appalachian Development Highway System]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Appalachian Development Highway System Context triple: [Georgia State Route 515, partOf, Appalachian Development Highway System]
-
A.
Great Smoky Mountains road system
The Great Smoky Mountains road system is an extensive network of scenic park roads and motor trails that provide access to the national park’s mountains, forests, and historic sites.
-
B.
South Carolina State Highway System
The South Carolina State Highway System is the network of state-maintained roads and highways that facilitates transportation and connectivity throughout the state of South Carolina.
-
C.
Maryland State Highway System
The Maryland State Highway System is the network of state-maintained roads and highways that facilitates regional and statewide transportation across Maryland.
-
D.
Shenandoah Circuit
Shenandoah Circuit is a technical road course at Summit Point Motorsports Park known for its complex turns and challenging, Nürburgring-inspired layout.
-
E.
Catawba Valley transportation network
The Catawba Valley transportation network is a regional system of roads and related infrastructure that supports travel and commerce throughout North Carolina’s Catawba Valley 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: Appalachian Development Highway System Triple: [Georgia State Route 515, partOf, Appalachian Development Highway System]
Generated description
The Appalachian Development Highway System is a network of highways designed to improve economic development and transportation access throughout the Appalachian region of the United States.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Appalachian Development Highway System Target entity description: The Appalachian Development Highway System is a network of highways designed to improve economic development and transportation access throughout the Appalachian region of the United States.
-
A.
Great Smoky Mountains road system
The Great Smoky Mountains road system is an extensive network of scenic park roads and motor trails that provide access to the national park’s mountains, forests, and historic sites.
-
B.
South Carolina State Highway System
The South Carolina State Highway System is the network of state-maintained roads and highways that facilitates transportation and connectivity throughout the state of South Carolina.
-
C.
Maryland State Highway System
The Maryland State Highway System is the network of state-maintained roads and highways that facilitates regional and statewide transportation across Maryland.
-
D.
Shenandoah Circuit
Shenandoah Circuit is a technical road course at Summit Point Motorsports Park known for its complex turns and challenging, Nürburgring-inspired layout.
-
E.
Catawba Valley transportation network
The Catawba Valley transportation network is a regional system of roads and related infrastructure that supports travel and commerce throughout North Carolina’s Catawba Valley 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_69d6ada377208190a36011199a4d8558 |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d94dcdcd3c81908ad29145db241408 |
completed | April 10, 2026, 7:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f63f2732a08190890493925e41a6e1 |
completed | May 2, 2026, 6:15 p.m. |
| NEDg | Description generation | batch_69f640b513488190893359e9964dbe98 |
completed | May 2, 2026, 6:21 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f641abe114819093d99a327f2220c2 |
completed | May 2, 2026, 6:25 p.m. |
Created at: April 8, 2026, 9:56 p.m.