Triple
T8671539
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Urban Mass Transportation Act of 1964 |
E205807
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object |
Federal-Aid Highway Act of 1962
The Federal-Aid Highway Act of 1962 is a U.S. law that required comprehensive urban transportation planning as a condition for federal highway funding, shaping modern metropolitan transportation policy.
|
E750149
|
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: Federal-Aid Highway Act of 1962 | Statement: [Urban Mass Transportation Act of 1964, relatedTo, Federal-Aid Highway Act of 1962]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Federal-Aid Highway Act of 1962 Context triple: [Urban Mass Transportation Act of 1964, relatedTo, Federal-Aid Highway Act of 1962]
-
A.
Federal-Aid Highway Act of 1952
The Federal-Aid Highway Act of 1952 was an early U.S. law that provided federal funding to expand and improve the nation’s highway system, laying groundwork for later, larger interstate highway programs.
-
B.
Federal-Aid Highway Act of 1954
The Federal-Aid Highway Act of 1954 was a U.S. law that expanded federal funding for highway construction and helped lay the groundwork for the later creation of the Interstate Highway System.
-
C.
Federal-Aid Highway Act of 1956
The Federal-Aid Highway Act of 1956 was landmark U.S. legislation that created the Interstate Highway System, dramatically expanding and modernizing the nation’s road infrastructure.
-
D.
Highway Safety Act of 1966
The Highway Safety Act of 1966 is a landmark U.S. federal law that established national safety standards and programs to reduce traffic accidents, injuries, and fatalities on the nation’s roadways.
-
E.
Federal-Aid Highway Act of 1944
The Federal-Aid Highway Act of 1944 was a U.S. law that expanded federal funding for highway construction and laid important groundwork for the later development of the Interstate Highway System.
- 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: Federal-Aid Highway Act of 1962 Triple: [Urban Mass Transportation Act of 1964, relatedTo, Federal-Aid Highway Act of 1962]
Generated description
The Federal-Aid Highway Act of 1962 is a U.S. law that required comprehensive urban transportation planning as a condition for federal highway funding, shaping modern metropolitan transportation policy.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Federal-Aid Highway Act of 1962 Target entity description: The Federal-Aid Highway Act of 1962 is a U.S. law that required comprehensive urban transportation planning as a condition for federal highway funding, shaping modern metropolitan transportation policy.
-
A.
Federal-Aid Highway Act of 1952
The Federal-Aid Highway Act of 1952 was an early U.S. law that provided federal funding to expand and improve the nation’s highway system, laying groundwork for later, larger interstate highway programs.
-
B.
Federal-Aid Highway Act of 1954
The Federal-Aid Highway Act of 1954 was a U.S. law that expanded federal funding for highway construction and helped lay the groundwork for the later creation of the Interstate Highway System.
-
C.
Federal-Aid Highway Act of 1956
The Federal-Aid Highway Act of 1956 was landmark U.S. legislation that created the Interstate Highway System, dramatically expanding and modernizing the nation’s road infrastructure.
-
D.
Highway Safety Act of 1966
The Highway Safety Act of 1966 is a landmark U.S. federal law that established national safety standards and programs to reduce traffic accidents, injuries, and fatalities on the nation’s roadways.
-
E.
Federal-Aid Highway Act of 1944
The Federal-Aid Highway Act of 1944 was a U.S. law that expanded federal funding for highway construction and laid important groundwork for the later development of the Interstate Highway System.
- 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_69ca83529a9c8190b5c075b4f14636ed |
completed | March 30, 2026, 2:06 p.m. |
| NER | Named-entity recognition | batch_69cc491a34d08190b0795079d192a03d |
completed | March 31, 2026, 10:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cecd3a3c5c8190940a61e7e7b3e887 |
completed | April 2, 2026, 8:10 p.m. |
| NEDg | Description generation | batch_69cece8fcbcc8190832a66287bc8f833 |
completed | April 2, 2026, 8:16 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cecff48600819086a15700cb947056 |
completed | April 2, 2026, 8:22 p.m. |
Created at: March 30, 2026, 6:31 p.m.