Triple

T4918499

Position	Surface form	Disambiguated ID	Type / Status
Subject	Maryland Democratic Party	`E110403`	entity
Predicate	competesWith	`P1375`	FINISHED
Object	Maryland Republican Party The Maryland Republican Party is the state-level organization of the U.S. Republican Party in Maryland, representing conservative and right-leaning voters and candidates in state and local politics.	`E479332`	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: Maryland Republican Party | Statement: [Maryland Democratic Party, competesWith, Maryland Republican Party]

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

Target entity: Maryland Republican Party
Context triple: [Maryland Democratic Party, competesWith, Maryland Republican Party]

A. Maryland Democratic Party
The Maryland Democratic Party is the state-level affiliate of the U.S. Democratic Party in Maryland, responsible for organizing, supporting, and promoting Democratic candidates and policies across the state.
B. Massachusetts Republican Party
The Massachusetts Republican Party is the state-level affiliate of the U.S. Republican Party in Massachusetts, organizing and representing Republican candidates, officials, and voters in state and local politics.
C. Republican National Committee
The Republican National Committee is the central governing and fundraising organization that oversees strategy, messaging, and national operations for the United States Republican Party.
D. National Republican Party
The National Republican Party was a short-lived early 19th-century U.S. political party that opposed Andrew Jackson and supported a strong federal government, economic modernization, and Henry Clay’s American System.
E. D.C. Democratic Party
The D.C. Democratic Party is the local affiliate of the national Democratic Party in Washington, D.C., advocating for progressive policies and full congressional representation and statehood for District residents.
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: Maryland Republican Party
Triple: [Maryland Democratic Party, competesWith, Maryland Republican Party]

Generated description

The Maryland Republican Party is the state-level organization of the U.S. Republican Party in Maryland, representing conservative and right-leaning voters and candidates in state and local politics.

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

Target entity: Maryland Republican Party
Target entity description: The Maryland Republican Party is the state-level organization of the U.S. Republican Party in Maryland, representing conservative and right-leaning voters and candidates in state and local politics.

A. Maryland Democratic Party
The Maryland Democratic Party is the state-level affiliate of the U.S. Democratic Party in Maryland, responsible for organizing, supporting, and promoting Democratic candidates and policies across the state.
B. Massachusetts Republican Party
The Massachusetts Republican Party is the state-level affiliate of the U.S. Republican Party in Massachusetts, organizing and representing Republican candidates, officials, and voters in state and local politics.
C. Republican National Committee
The Republican National Committee is the central governing and fundraising organization that oversees strategy, messaging, and national operations for the United States Republican Party.
D. National Republican Party
The National Republican Party was a short-lived early 19th-century U.S. political party that opposed Andrew Jackson and supported a strong federal government, economic modernization, and Henry Clay’s American System.
E. D.C. Democratic Party
The D.C. Democratic Party is the local affiliate of the national Democratic Party in Washington, D.C., advocating for progressive policies and full congressional representation and statehood for District residents.
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_69bd4413f9908190afcff44d7929cc4c`	completed	March 20, 2026, 12:56 p.m.
NER	Named-entity recognition	`batch_69bd6fa8be048190892dfaba4d865ee1`	completed	March 20, 2026, 4:02 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69be6ff19f508190902b77b9ca1e5ab6`	completed	March 21, 2026, 10:16 a.m.
NEDg	Description generation	`batch_69be71f8bd708190b0a9658e3a4f1db1`	completed	March 21, 2026, 10:24 a.m.
NED2	Entity disambiguation (via description)	`batch_69be72572c748190bcdf9f229f0499cc`	completed	March 21, 2026, 10:26 a.m.

Created at: March 20, 2026, 1:29 p.m.