Triple
T3518954
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Norman Y. Mineta Research and Special Programs Improvement Act |
E74372
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object |
Hazardous Materials Transportation Act
The Hazardous Materials Transportation Act is a key U.S. federal law that regulates the safe transport of dangerous goods to protect people, property, and the environment.
|
E365878
|
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: Hazardous Materials Transportation Act | Statement: [Norman Y. Mineta Research and Special Programs Improvement Act, relatedTo, Hazardous Materials Transportation Act]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hazardous Materials Transportation Act Context triple: [Norman Y. Mineta Research and Special Programs Improvement Act, relatedTo, Hazardous Materials Transportation Act]
-
A.
Motor Carrier Act of 1980
The Motor Carrier Act of 1980 is a U.S. federal law that significantly deregulated the trucking industry, promoting increased competition and reducing federal control over motor carriers.
-
B.
Motor Carrier Safety Improvement Act of 1999
The Motor Carrier Safety Improvement Act of 1999 is a U.S. federal law enacted to enhance commercial motor vehicle safety and oversight, including by creating a dedicated federal agency to regulate the trucking and bus industries.
-
C.
Hazardous Materials Regulations
Hazardous Materials Regulations are U.S. federal rules that govern the safe transportation of dangerous goods by air, highway, rail, and water to protect people, property, and the environment.
-
D.
Intermodal Surface Transportation Efficiency Act of 1991
The Intermodal Surface Transportation Efficiency Act of 1991 is a landmark U.S. federal law that reoriented national transportation policy toward integrated, multimodal planning and investment, emphasizing flexibility, environmental considerations, and state and local decision-making.
-
E.
Federal Hazardous Substances Act
The Federal Hazardous Substances Act is a U.S. law that regulates the labeling and safety of hazardous household products to protect consumers, especially children, from risks such as poisoning, burns, and other injuries.
- 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: Hazardous Materials Transportation Act Triple: [Norman Y. Mineta Research and Special Programs Improvement Act, relatedTo, Hazardous Materials Transportation Act]
Generated description
The Hazardous Materials Transportation Act is a key U.S. federal law that regulates the safe transport of dangerous goods to protect people, property, and the environment.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hazardous Materials Transportation Act Target entity description: The Hazardous Materials Transportation Act is a key U.S. federal law that regulates the safe transport of dangerous goods to protect people, property, and the environment.
-
A.
Motor Carrier Act of 1980
The Motor Carrier Act of 1980 is a U.S. federal law that significantly deregulated the trucking industry, promoting increased competition and reducing federal control over motor carriers.
-
B.
Motor Carrier Safety Improvement Act of 1999
The Motor Carrier Safety Improvement Act of 1999 is a U.S. federal law enacted to enhance commercial motor vehicle safety and oversight, including by creating a dedicated federal agency to regulate the trucking and bus industries.
-
C.
Hazardous Materials Regulations
Hazardous Materials Regulations are U.S. federal rules that govern the safe transportation of dangerous goods by air, highway, rail, and water to protect people, property, and the environment.
-
D.
Intermodal Surface Transportation Efficiency Act of 1991
The Intermodal Surface Transportation Efficiency Act of 1991 is a landmark U.S. federal law that reoriented national transportation policy toward integrated, multimodal planning and investment, emphasizing flexibility, environmental considerations, and state and local decision-making.
-
E.
Federal Hazardous Substances Act
The Federal Hazardous Substances Act is a U.S. law that regulates the labeling and safety of hazardous household products to protect consumers, especially children, from risks such as poisoning, burns, and other injuries.
- 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_69ad85cfb5c881909c9a2edd9d6043cc |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adbc49dea88190924c8abd29aabdad |
completed | March 8, 2026, 6:13 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b37e80cd588190ae012f151ef59c52 |
completed | March 13, 2026, 3:03 a.m. |
| NEDg | Description generation | batch_69b37ef902208190842ddbe6427ca42b |
completed | March 13, 2026, 3:05 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b382b43b708190be7ae3d44b0a393a |
completed | March 13, 2026, 3:21 a.m. |
Created at: March 8, 2026, 3:19 p.m.