Triple

T5730918

Position	Surface form	Disambiguated ID	Type / Status
Subject	Federal-Aid Highway Act of 1952	`E126380`	entity
Predicate	follows	`P134`	FINISHED
Object	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.	`E539588`	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 1944 | Statement: [Federal-Aid Highway Act of 1952, follows, Federal-Aid Highway Act of 1944]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Federal-Aid Highway Act of 1944
Context triple: [Federal-Aid Highway Act of 1952, follows, Federal-Aid Highway Act of 1944]

A. 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.
B. 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.
C. Federal Highway Act of 1921
The Federal Highway Act of 1921 was a landmark U.S. law that established a national system of federal-aid highways and laid the foundation for modern federal highway policy and administration.
D. Federal Aid Road Act of 1916
The Federal Aid Road Act of 1916 was a landmark U.S. law that first established federal funding and oversight for state highway construction, laying the foundation for the modern national road system.
E. 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.
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 1944
Triple: [Federal-Aid Highway Act of 1952, follows, Federal-Aid Highway Act of 1944]

Generated description

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.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Federal-Aid Highway Act of 1944
Target entity description: 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.

A. 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.
B. 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.
C. Federal Highway Act of 1921
The Federal Highway Act of 1921 was a landmark U.S. law that established a national system of federal-aid highways and laid the foundation for modern federal highway policy and administration.
D. Federal Aid Road Act of 1916
The Federal Aid Road Act of 1916 was a landmark U.S. law that first established federal funding and oversight for state highway construction, laying the foundation for the modern national road system.
E. 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.
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_69c0083082288190b7478cead6b5430a`	completed	March 22, 2026, 3:18 p.m.
NER	Named-entity recognition	`batch_69c025318d688190bd878c5aa1a28728`	completed	March 22, 2026, 5:21 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c05a8cca748190b471c842fd2ce218`	completed	March 22, 2026, 9:09 p.m.
NEDg	Description generation	`batch_69c05b7ce72c8190930a32898568dc82`	completed	March 22, 2026, 9:13 p.m.
NED2	Entity disambiguation (via description)	`batch_69c05be9d6208190b42bbbb1ab6f3d9c`	completed	March 22, 2026, 9:15 p.m.

Created at: March 22, 2026, 3:47 p.m.