Triple
T20883748
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | U.S. Highways in Louisiana |
E514216
|
entity |
| Predicate | regulatesSignageWith |
P1739
|
FINISHED |
| Object | Manual on Uniform Traffic Control Devices |
—
|
NE NERFINISHED |
Disambiguation candidates (2 decisions)
The exact options the model was shown at each disambiguation step, with the option it chose highlighted — the evidence behind this triple's disambiguated ids.
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Manual on Uniform Traffic Control Devices Context triple: [U.S. Highways in Louisiana, regulatesSignageWith, Manual on Uniform Traffic Control Devices]
-
A.
Manual on Uniform Traffic Control Devices
chosen
The Manual on Uniform Traffic Control Devices is the United States’ national standard that defines the design and use of road signs, signals, and pavement markings to ensure consistent and safe traffic control across the country.
-
B.
AASHTO Highway Safety Manual
The AASHTO Highway Safety Manual is a foundational reference that provides data-driven methods and tools for predicting, evaluating, and improving roadway safety performance in transportation engineering and planning.
-
C.
AASHTO Green Book
The AASHTO Green Book is a widely used design manual that sets geometric design standards and guidelines for roads and highways in the United States.
-
D.
AASHTO U.S. Route Numbering and Sign Policy
The AASHTO U.S. Route Numbering and Sign Policy is the official guideline issued by the American Association of State Highway and Transportation Officials that defines how U.S. numbered highways are designated, numbered, and signed across the national network.
-
E.
AASHTO Roadside Design Guide
The AASHTO Roadside Design Guide is a key engineering reference that provides standards and best practices for designing safer highway roadsides and roadside safety features in the United States.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: regulatesSignageWith Context triple: [U.S. Highways in Louisiana, regulatesSignageWith, Manual on Uniform Traffic Control Devices]
-
A.
regulatesSignageBy
Indicates that one entity has the authority to control, set rules for, or oversee the use, placement, or characteristics of signage associated with another entity.
-
B.
hasSignage
Indicates that appropriate signs or visual markers are present to convey information, directions, warnings, or identification related to the associated entity.
-
C.
hasSignageIn
Indicates that appropriate signs or signage for an entity are present or installed within a specified location or area.
-
D.
signageStandard
chosen
Indicates that something conforms to, follows, or specifies a particular standard or convention for signage.
-
E.
hasSignageType
Indicates the specific category or kind of signage associated with an object, location, or entity.
- F. None of above.
Provenance (3 batches)
| Stage | Batch ID | Job type | Status |
|---|---|---|---|
| creating | batch_69e0b4f733f081908a401c0b7beb0b9f |
elicitation | completed |
| NER | batch_69e6c67bd32c819097301e330e358c49 |
ner | completed |
| PD | batch_69e5c9a8dc148190b33ff51894e2a8f9 |
pd | completed |
Created at: April 16, 2026, 12:46 p.m.