Triple

T482619
Position Surface form Disambiguated ID Type / Status
Subject Tim Wu E9802 entity
Predicate workPeriod P7950 FINISHED
Object 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.
E60160 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: Biden administration | Statement: [Tim Wu, workPeriod, Biden administration]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Biden administration
Context triple: [Tim Wu, workPeriod, Biden administration]
  • A. Clinton administration
    The Clinton administration was the U.S. presidential administration of Bill Clinton from 1993 to 2001, marked by economic expansion, welfare reform, and centrist "Third Way" policies.
  • B. Washington administration
    The Washington administration was the first presidential administration of the United States, led by George Washington from 1789 to 1797, during which many foundational institutions and policies of the new federal government were established.
  • C. Johnson administration
    The Johnson administration refers to the U.S. presidency of Lyndon B. Johnson from 1963 to 1969, marked by the Great Society domestic reforms and deepening involvement in the Vietnam War.
  • D. Reagan administration
    The Reagan administration was the U.S. presidential administration of Ronald Reagan from 1981 to 1989, marked by conservative economic policies, a hardline stance against the Soviet Union, and major domestic initiatives including intensified federal efforts in the War on Drugs.
  • E. Truman administration
    The Truman administration was the U.S. presidential administration of Harry S. Truman from 1945 to 1953, marked by the end of World War II, the beginning of the Cold War, and major domestic and foreign policy initiatives such as the Marshall Plan and the desegregation of the armed forces.
  • 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: Biden administration
Triple: [Tim Wu, workPeriod, Biden administration]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Biden administration
Target entity description: 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.
  • A. Clinton administration
    The Clinton administration was the U.S. presidential administration of Bill Clinton from 1993 to 2001, marked by economic expansion, welfare reform, and centrist "Third Way" policies.
  • B. Washington administration
    The Washington administration was the first presidential administration of the United States, led by George Washington from 1789 to 1797, during which many foundational institutions and policies of the new federal government were established.
  • C. Johnson administration
    The Johnson administration refers to the U.S. presidency of Lyndon B. Johnson from 1963 to 1969, marked by the Great Society domestic reforms and deepening involvement in the Vietnam War.
  • D. Reagan administration
    The Reagan administration was the U.S. presidential administration of Ronald Reagan from 1981 to 1989, marked by conservative economic policies, a hardline stance against the Soviet Union, and major domestic initiatives including intensified federal efforts in the War on Drugs.
  • E. Truman administration
    The Truman administration was the U.S. presidential administration of Harry S. Truman from 1945 to 1953, marked by the end of World War II, the beginning of the Cold War, and major domestic and foreign policy initiatives such as the Marshall Plan and the desegregation of the armed forces.
  • 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_69a2e802e2908190ab17c9479e0b6412 completed Feb. 28, 2026, 1:05 p.m.
NER Named-entity recognition batch_69a2f05a7f6c819082b4a5a3e69468a6 completed Feb. 28, 2026, 1:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69a46c622e648190b6d687fb8efa2123 completed March 1, 2026, 4:42 p.m.
NEDg Description generation batch_69a46dd72a8c8190b93f4cc323eddf10 completed March 1, 2026, 4:48 p.m.
NED2 Entity disambiguation (via description) batch_69a46e24aaa48190bd7a1337f9257f83 completed March 1, 2026, 4:49 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.