Triple
T5230732
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | AASHTO Green Book |
E118103
|
entity |
| Predicate | hasOfficialTitle |
P2275
|
FINISHED |
| Object | A Policy on Geometric Design of Highways and Streets |
E118104
|
NE FINISHED |
How this triple was built (3 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: A Policy on Geometric Design of Highways and Streets | Statement: [AASHTO Green Book, hasOfficialTitle, A Policy on Geometric Design of Highways and Streets]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: A Policy on Geometric Design of Highways and Streets Context triple: [AASHTO Green Book, hasOfficialTitle, A Policy on Geometric Design of Highways and Streets]
-
A.
A Policy on Geometric Design of Highways and Streets
chosen
A Policy on Geometric Design of Highways and Streets is a key engineering reference manual that sets widely used standards and guidelines for the geometric design of roads and streets in the United States.
-
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.
Planning, Programming and Modal Division of the Iowa Department of Transportation
The Planning, Programming and Modal Division of the Iowa Department of Transportation is the branch responsible for statewide transportation planning, project programming, and coordination of various transportation modes across Iowa.
-
D.
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.
-
E.
National Cooperative Highway Research Program
The National Cooperative Highway Research Program is a U.S. research initiative that develops practical, implementable solutions to improve the design, construction, operation, and maintenance of the nation’s highways.
- 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: hasOfficialTitle Context triple: [AASHTO Green Book, hasOfficialTitle, A Policy on Geometric Design of Highways and Streets]
-
A.
hasRepresentativeTitle
chosen
Indicates that an entity holds a formal title or designation that serves as its primary or most commonly used label or name.
-
B.
hasHonoraryTitle
Indicates that an entity has been granted a formal honorary title or distinction, typically in recognition of merit or achievement.
-
C.
hasOfficial
Indicates that an entity is formally associated with, represented by, or served by a designated official or office-holder.
-
D.
hasMinisterTitle
Indicates that an entity holds or is associated with a specific ministerial title or office.
-
E.
isSeniorTitle
Indicates that one title holds a higher or more senior rank or status relative to another title.
- F. None of above.
Provenance (4 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_69bd4466fb8c819083b806a79414d7e4 |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd7b0093a88190aba381ba3f761408 |
completed | March 20, 2026, 4:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bef810d6108190b2b2067cce12955b |
completed | March 21, 2026, 7:57 p.m. |
| PD | Predicate disambiguation | batch_69bd77bf1ef08190bb3487b3f3ee088c |
completed | March 20, 2026, 4:37 p.m. |
Created at: March 20, 2026, 1:48 p.m.