Triple
T473077
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Walton County, Florida |
E9000
|
entity |
| Predicate | servedByHighway |
P385
|
FINISHED |
| Object |
U.S. Route 331
U.S. Route 331 is a north–south U.S. highway in the southeastern United States that connects the Florida Panhandle with central Alabama, serving as a key route to the Gulf Coast.
|
E332468
|
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 331 | Statement: [Walton County, Florida, servedByHighway, U.S. Route 331]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: U.S. Route 331 Context triple: [Walton County, Florida, servedByHighway, U.S. Route 331]
-
A.
U.S. Route 340
U.S. Route 340 is a U.S. highway running through parts of Virginia, West Virginia, and Maryland, connecting the Shenandoah Valley region with the Frederick, Maryland area.
-
B.
U.S. Route 130
U.S. Route 130 is a north–south U.S. highway in New Jersey that serves as a major commercial and commuter corridor through several central and southern New Jersey communities.
-
C.
U.S. Route 501
U.S. Route 501 is a U.S. Highway running through Virginia and North Carolina that serves as a key north–south transportation corridor connecting cities such as Durham and Myrtle Beach.
-
D.
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.
-
E.
U.S. Route 69
U.S. Route 69 is a major north–south United States highway that runs from Texas through several central states, connecting numerous cities and regional transportation networks.
- 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 331 Triple: [Walton County, Florida, servedByHighway, U.S. Route 331]
Generated description
U.S. Route 331 is a north–south U.S. highway in the southeastern United States that connects the Florida Panhandle with central Alabama, serving as a key route to the Gulf Coast.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: U.S. Route 331 Target entity description: U.S. Route 331 is a north–south U.S. highway in the southeastern United States that connects the Florida Panhandle with central Alabama, serving as a key route to the Gulf Coast.
-
A.
U.S. Route 340
U.S. Route 340 is a U.S. highway running through parts of Virginia, West Virginia, and Maryland, connecting the Shenandoah Valley region with the Frederick, Maryland area.
-
B.
U.S. Route 130
U.S. Route 130 is a north–south U.S. highway in New Jersey that serves as a major commercial and commuter corridor through several central and southern New Jersey communities.
-
C.
U.S. Route 501
U.S. Route 501 is a U.S. Highway running through Virginia and North Carolina that serves as a key north–south transportation corridor connecting cities such as Durham and Myrtle Beach.
-
D.
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.
-
E.
U.S. Route 69
U.S. Route 69 is a major north–south United States highway that runs from Texas through several central states, connecting numerous cities and regional transportation networks.
- 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_69a2e7ff81708190b0507a24a997232c |
completed | Feb. 28, 2026, 1:05 p.m. |
| NER | Named-entity recognition | batch_69a2eff24108819092fdb85019ec4089 |
completed | Feb. 28, 2026, 1:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b22465a5fc8190a4ce058a97e921cb |
completed | March 12, 2026, 2:26 a.m. |
| NEDg | Description generation | batch_69b22534ce008190b3870460b6542a50 |
completed | March 12, 2026, 2:30 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b22903b428819083af822577861a6b |
completed | March 12, 2026, 2:46 a.m. |
Created at: Feb. 28, 2026, 1:12 p.m.