Triple

T2804793

Position	Surface form	Disambiguated ID	Type / Status
Subject	Naomi Biden	`E54025`	entity
Predicate	residence	`P75`	FINISHED
Object	Washington, D.C. (periodically, during Joe Biden’s presidency) Washington, D.C. is the capital city of the United States, serving as the nation’s political center and the seat of the federal government.	`E299607`	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: Washington, D.C. (periodically, during Joe Biden’s presidency) | Statement: [Naomi Biden, residence, Washington, D.C. (periodically, during Joe Biden’s presidency)]

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

Target entity: Washington, D.C. (periodically, during Joe Biden’s presidency)
Context triple: [Naomi Biden, residence, Washington, D.C. (periodically, during Joe Biden’s presidency)]

A. Biden administration
The Biden administration is the U.S. presidential administration led by President Joe Biden, beginning in January 2021 and characterized by initiatives on COVID-19 relief, infrastructure, climate policy, and economic recovery.
B. Barack Obama presidency
The Barack Obama presidency was the two-term administration of the 44th President of the United States, marked by the Affordable Care Act, the recovery from the Great Recession, and a foreign policy emphasizing multilateralism and the killing of Osama bin Laden.
C. Downtown Washington, D.C.
Downtown Washington, D.C. is the central business and commercial district of the U.S. capital, known for its dense concentration of offices, government buildings, cultural institutions, and major landmarks.
D. Presidency of the United States
The Presidency of the United States is the executive office headed by the elected President, who serves as both head of state and head of government and oversees the federal executive branch.
E. Bartlet administration
The Bartlet administration is the fictional presidential government led by President Josiah Bartlet in the television series "The West Wing."
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: Washington, D.C. (periodically, during Joe Biden’s presidency)
Triple: [Naomi Biden, residence, Washington, D.C. (periodically, during Joe Biden’s presidency)]

Generated description

Washington, D.C. is the capital city of the United States, serving as the nation’s political center and the seat of the federal government.

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

Target entity: Washington, D.C. (periodically, during Joe Biden’s presidency)
Target entity description: Washington, D.C. is the capital city of the United States, serving as the nation’s political center and the seat of the federal government.

A. Biden administration
The Biden administration is the U.S. presidential administration led by President Joe Biden, beginning in January 2021 and characterized by initiatives on COVID-19 relief, infrastructure, climate policy, and economic recovery.
B. Barack Obama presidency
The Barack Obama presidency was the two-term administration of the 44th President of the United States, marked by the Affordable Care Act, the recovery from the Great Recession, and a foreign policy emphasizing multilateralism and the killing of Osama bin Laden.
C. Downtown Washington, D.C.
Downtown Washington, D.C. is the central business and commercial district of the U.S. capital, known for its dense concentration of offices, government buildings, cultural institutions, and major landmarks.
D. Presidency of the United States
The Presidency of the United States is the executive office headed by the elected President, who serves as both head of state and head of government and oversees the federal executive branch.
E. Bartlet administration
The Bartlet administration is the fictional presidential government led by President Josiah Bartlet in the television series "The West Wing."
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_69ab49dcee188190b5c6eca9ae9e3469`	completed	March 6, 2026, 9:40 p.m.
NER	Named-entity recognition	`batch_69abde1525888190b3c04e10043c67d6`	completed	March 7, 2026, 8:13 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69afc674217c81908177b088cc824e7b`	completed	March 10, 2026, 7:21 a.m.
NEDg	Description generation	`batch_69afc863133c8190b129a55f8d28966f`	completed	March 10, 2026, 7:29 a.m.
NED2	Entity disambiguation (via description)	`batch_69afc8d43e608190b33159a464dc2e8c`	completed	March 10, 2026, 7:31 a.m.

Created at: March 6, 2026, 9:59 p.m.