Triple
T14302409
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Banks County |
E354599
|
entity |
| Predicate | hasU.S.Highway |
P385
|
FINISHED |
| Object |
U.S. Route 441 Business
U.S. Route 441 Business is a business loop of U.S. Route 441 that serves local traffic and commercial areas in and around Banks County, Georgia.
|
E1091546
|
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: U.S. Route 441 Business | Statement: [Banks County, hasU.S.Highway, U.S. Route 441 Business]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: U.S. Route 441 Business Context triple: [Banks County, hasU.S.Highway, U.S. Route 441 Business]
-
A.
U.S. Route 117 Business
U.S. Route 117 Business is a business loop of U.S. Route 117 that serves local traffic and commercial areas in and around Mount Olive, North Carolina.
-
B.
U.S. Route 29 Business
U.S. Route 29 Business is a business loop of U.S. Route 29 that serves local traffic through communities along the main highway corridor.
-
C.
U.S. Route 321 Business
U.S. Route 321 Business is a business loop of U.S. Route 321 that serves as a primary commercial and local traffic corridor through Newton, North Carolina.
-
D.
U.S. Route 74 Business
U.S. Route 74 Business is a business loop of U.S. Route 74 that serves as a primary commercial and local traffic corridor through Shelby, North Carolina.
-
E.
U.S. Route 54 Business
U.S. Route 54 Business is a business loop of U.S. Route 54 that serves local traffic and commercial areas in Quay County, New Mexico.
- 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: U.S. Route 441 Business Triple: [Banks County, hasU.S.Highway, U.S. Route 441 Business]
Generated description
U.S. Route 441 Business is a business loop of U.S. Route 441 that serves local traffic and commercial areas in and around Banks County, Georgia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: U.S. Route 441 Business Target entity description: U.S. Route 441 Business is a business loop of U.S. Route 441 that serves local traffic and commercial areas in and around Banks County, Georgia.
-
A.
U.S. Route 117 Business
U.S. Route 117 Business is a business loop of U.S. Route 117 that serves local traffic and commercial areas in and around Mount Olive, North Carolina.
-
B.
U.S. Route 29 Business
U.S. Route 29 Business is a business loop of U.S. Route 29 that serves local traffic through communities along the main highway corridor.
-
C.
U.S. Route 321 Business
U.S. Route 321 Business is a business loop of U.S. Route 321 that serves as a primary commercial and local traffic corridor through Newton, North Carolina.
-
D.
U.S. Route 74 Business
U.S. Route 74 Business is a business loop of U.S. Route 74 that serves as a primary commercial and local traffic corridor through Shelby, North Carolina.
-
E.
U.S. Route 54 Business
U.S. Route 54 Business is a business loop of U.S. Route 54 that serves local traffic and commercial areas in Quay County, New Mexico.
- 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_69d8278e17088190b328c5a9d4be74ff |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de717fc2348190bb6ba3109bd2871f |
completed | April 14, 2026, 4:55 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd3d2883e081909c53170ef30b4125 |
completed | May 8, 2026, 1:32 a.m. |
| NEDg | Description generation | batch_69fd3dc46b408190b7c515156f81f1fc |
completed | May 8, 2026, 1:35 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd3eb045488190b44812eb638807ff |
completed | May 8, 2026, 1:38 a.m. |
Created at: April 10, 2026, 1:12 a.m.