Triple
T1120805
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gastonia, North Carolina |
E24605
|
entity |
| Predicate | hasMajorHighway |
P385
|
FINISHED |
| Object |
U.S. Route 74
U.S. Route 74 is a major east–west U.S. Highway running across the southern part of North Carolina into Tennessee, connecting cities such as Charlotte, Gastonia, and Wilmington.
|
E663140
|
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 74 | Statement: [Gastonia, North Carolina, hasMajorHighway, U.S. Route 74]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: U.S. Route 74 Context triple: [Gastonia, North Carolina, hasMajorHighway, U.S. Route 74]
-
A.
U.S. Route 54
U.S. Route 54 is a major northeast–southwest U.S. highway that runs from El Paso, Texas, to Griggsville, Illinois, passing through several states in the central United States.
-
B.
U.S. Route 73
U.S. Route 73 is a north–south United States highway running through northeastern Kansas and southeastern Nebraska, connecting communities including the Kansas City metropolitan area.
-
C.
U.S. Route 167
U.S. Route 167 is a north–south United States highway running from Louisiana through Arkansas, serving as a regional connector between several major cities and highways.
-
D.
U.S. Route 14
U.S. Route 14 is a major east–west U.S. Highway that runs from Chicago, Illinois, across the northern Midwest and Great Plains to Yellowstone National Park in Wyoming.
-
E.
U.S. Route 52
U.S. Route 52 is a major United States highway running diagonally across the Midwest and Southeast, connecting cities from North Dakota to South Carolina.
- 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 74 Triple: [Gastonia, North Carolina, hasMajorHighway, U.S. Route 74]
Generated description
U.S. Route 74 is a major east–west U.S. Highway running across the southern part of North Carolina into Tennessee, connecting cities such as Charlotte, Gastonia, and Wilmington.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: U.S. Route 74 Target entity description: U.S. Route 74 is a major east–west U.S. Highway running across the southern part of North Carolina into Tennessee, connecting cities such as Charlotte, Gastonia, and Wilmington.
-
A.
U.S. Route 54
U.S. Route 54 is a major northeast–southwest U.S. highway that runs from El Paso, Texas, to Griggsville, Illinois, passing through several states in the central United States.
-
B.
U.S. Route 73
U.S. Route 73 is a north–south United States highway running through northeastern Kansas and southeastern Nebraska, connecting communities including the Kansas City metropolitan area.
-
C.
U.S. Route 167
U.S. Route 167 is a north–south United States highway running from Louisiana through Arkansas, serving as a regional connector between several major cities and highways.
-
D.
U.S. Route 14
U.S. Route 14 is a major east–west U.S. Highway that runs from Chicago, Illinois, across the northern Midwest and Great Plains to Yellowstone National Park in Wyoming.
-
E.
U.S. Route 52
U.S. Route 52 is a major United States highway running diagonally across the Midwest and Southeast, connecting cities from North Dakota to South Carolina.
- 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_69a4940712c88190aa244f3fc6070a65 |
completed | March 1, 2026, 7:31 p.m. |
| NER | Named-entity recognition | batch_69a4bbbe58588190a5ef6346e269d5f3 |
completed | March 1, 2026, 10:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c81e93671481909555acbc8a712930 |
completed | March 28, 2026, 6:31 p.m. |
| NEDg | Description generation | batch_69c81fd379cc81908b52c45fddea9870 |
completed | March 28, 2026, 6:37 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c8209b7fa48190aea45a6b21ad8de1 |
completed | March 28, 2026, 6:40 p.m. |
Created at: March 1, 2026, 7:43 p.m.