Triple
T5230734
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | AASHTO Green Book |
E118103
|
entity |
| Predicate | abbreviationOfPublisher |
P6193
|
FINISHED |
| Object | AASHTO |
E21726
|
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: AASHTO | Statement: [AASHTO Green Book, abbreviationOfPublisher, AASHTO]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: AASHTO Context triple: [AASHTO Green Book, abbreviationOfPublisher, AASHTO]
-
A.
American Association of State Highway and Transportation Officials
chosen
The American Association of State Highway and Transportation Officials (AASHTO) is a nonprofit, nonpartisan standards-setting and policy organization representing state departments of transportation across the United States.
-
B.
Transportation Research Board
The Transportation Research Board is a division of the National Academies of Sciences, Engineering, and Medicine that provides leadership in transportation innovation and research to improve mobility, safety, and infrastructure.
-
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.
Federal Highway Administration
The Federal Highway Administration is a U.S. government agency responsible for supporting the construction, maintenance, and safety of the nation’s highway and road systems.
-
E.
American Society of Civil Engineers
The American Society of Civil Engineers is a professional organization in the United States that represents civil engineers and promotes the advancement of civil engineering practice, education, and infrastructure.
- 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: abbreviationOfPublisher Context triple: [AASHTO Green Book, abbreviationOfPublisher, AASHTO]
-
A.
publisherAbbreviation
chosen
Indicates that one entity is an abbreviated or shortened form of the name of a publisher entity.
-
B.
authorAbbreviation
Indicates that one entity is the standardized abbreviated form of an author's name used in citations or references for another entity.
-
C.
catalogueAbbreviation
Indicates that one entity is used as the standardized abbreviated form of another entity within a catalogue or cataloging system.
-
D.
publisherImprintLaterKnownAs
Indicates that a publisher’s imprint was later renamed or became known by a different imprint name.
-
E.
presenterAbbreviation
Indicates that one entity is an abbreviation or shortened form used to refer to a presenter in the context of a presentation or event.
- 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_69bf10ca0a1c8190a3cc0537886281e5 |
completed | March 21, 2026, 9:42 p.m. |
| PD | Predicate disambiguation | batch_69bd77bf1ef08190bb3487b3f3ee088c |
completed | March 20, 2026, 4:37 p.m. |
Created at: March 20, 2026, 1:48 p.m.