Triple
T12445348
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | SAFETEA-LU |
E297382
|
entity |
| Predicate | title |
P38
|
FINISHED |
| Object | Safe, Accountable, Flexible, Efficient Transportation Equity Act: A Legacy for Users |
E297382
|
NE FINISHED |
How this triple was built (2 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: Safe, Accountable, Flexible, Efficient Transportation Equity Act: A Legacy for Users | Statement: [SAFETEA-LU, title, Safe, Accountable, Flexible, Efficient Transportation Equity Act: A Legacy for Users]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Safe, Accountable, Flexible, Efficient Transportation Equity Act: A Legacy for Users Context triple: [SAFETEA-LU, title, Safe, Accountable, Flexible, Efficient Transportation Equity Act: A Legacy for Users]
-
A.
Safe, Accountable, Flexible, Efficient Transportation Equity Act: A Legacy for Users
chosen
The Safe, Accountable, Flexible, Efficient Transportation Equity Act: A Legacy for Users (SAFETEA-LU) is a major U.S. federal transportation funding and authorization law that set national policy and funding levels for highways, transit, and safety programs in the mid-2000s.
-
B.
Transportation Equity Act for the 21st Century
The Transportation Equity Act for the 21st Century is a major U.S. federal transportation law enacted in 1998 that authorized surface transportation programs, emphasized equity and environmental considerations, and expanded data and planning requirements for transportation agencies.
-
C.
SAFETEA-LU
SAFETEA-LU is a major U.S. federal transportation funding and authorization law that guided highway, transit, and safety programs in the mid-2000s.
-
D.
Fixing America’s Surface Transportation Act
The Fixing America’s Surface Transportation (FAST) Act is a U.S. federal law enacted in 2015 that authorizes long-term funding and policy for the nation’s surface transportation infrastructure, including highways, transit, and safety programs.
-
E.
U.S. surface transportation authorization acts
U.S. surface transportation authorization acts are federal laws that periodically set funding levels, policies, and program structures for the nation’s highways, transit, and related infrastructure.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d6ada166c48190b902972cd2408fa3 |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d94d90f18c819083a36ff4b9be4a20 |
completed | April 10, 2026, 7:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6556839908190ac0401d373ad0fa9 |
completed | May 2, 2026, 7:50 p.m. |
Created at: April 8, 2026, 9:55 p.m.