Triple

T1975983

Position	Surface form	Disambiguated ID	Type / Status
Subject	2020 United States census	`E42912`	entity
Predicate	followedBy	`P78`	FINISHED
Object	2030 United States census The 2030 United States census is the forthcoming nationwide population and housing count that will guide political representation and federal resource allocation for the following decade.	`E223482`	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: 2030 United States census | Statement: [2020 United States census, followedBy, 2030 United States census]

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

Target entity: 2030 United States census
Context triple: [2020 United States census, followedBy, 2030 United States census]

A. 2020 United States census
The 2020 United States census was the nationwide population count conducted by the U.S. Census Bureau that determined congressional representation, federal funding allocations, and demographic data for the decade.
B. 2010 United States census
The 2010 United States census was the nationwide population count conducted by the U.S. Census Bureau that determined congressional apportionment and the redrawing of legislative districts for the following decade.
C. 2000 United States census
The 2000 United States census was the nationwide population count conducted by the U.S. Census Bureau in 2000, providing official demographic data used to allocate political representation and federal resources.
D. decennial United States Census
The decennial United States Census is a nationwide population count conducted every ten years that determines the allocation of congressional seats and federal resources among the states.
E. 1960 United States census
The 1960 United States census was the nationwide population count that provided key demographic data used for political representation, federal funding allocation, and social and economic planning at the start of the 1960s.
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: 2030 United States census
Triple: [2020 United States census, followedBy, 2030 United States census]

Generated description

The 2030 United States census is the forthcoming nationwide population and housing count that will guide political representation and federal resource allocation for the following decade.

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

Target entity: 2030 United States census
Target entity description: The 2030 United States census is the forthcoming nationwide population and housing count that will guide political representation and federal resource allocation for the following decade.

A. 2020 United States census
The 2020 United States census was the nationwide population count conducted by the U.S. Census Bureau that determined congressional representation, federal funding allocations, and demographic data for the decade.
B. 2010 United States census
The 2010 United States census was the nationwide population count conducted by the U.S. Census Bureau that determined congressional apportionment and the redrawing of legislative districts for the following decade.
C. 2000 United States census
The 2000 United States census was the nationwide population count conducted by the U.S. Census Bureau in 2000, providing official demographic data used to allocate political representation and federal resources.
D. decennial United States Census
The decennial United States Census is a nationwide population count conducted every ten years that determines the allocation of congressional seats and federal resources among the states.
E. 1960 United States census
The 1960 United States census was the nationwide population count that provided key demographic data used for political representation, federal funding allocation, and social and economic planning at the start of the 1960s.
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_69a8871289048190b00b0d7744b7b2b1`	completed	March 4, 2026, 7:25 p.m.
NER	Named-entity recognition	`batch_69abb3f835108190b0709ccf3a487a96`	completed	March 7, 2026, 5:13 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69ae0327600c8190adb057b596a84bca`	completed	March 8, 2026, 11:15 p.m.
NEDg	Description generation	`batch_69ae03b41dcc81909b4439006bdffc64`	completed	March 8, 2026, 11:18 p.m.
NED2	Entity disambiguation (via description)	`batch_69ae0445a9608190918a7bd45b9bf999`	completed	March 8, 2026, 11:20 p.m.

Created at: March 4, 2026, 7:36 p.m.