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.