Triple
T12383018
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Facts and Fears: Hard Truths from a Life in Intelligence |
E295788
|
entity |
| Predicate | timePeriodCovered |
P302
|
FINISHED |
| Object | Barack Obama administration |
E14908
|
NE FINISHED |
How this triple was built (2 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: Barack Obama administration | Statement: [Facts and Fears: Hard Truths from a Life in Intelligence, timePeriodCovered, Barack Obama administration]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Barack Obama administration Context triple: [Facts and Fears: Hard Truths from a Life in Intelligence, timePeriodCovered, Barack Obama administration]
-
A.
Barack Obama presidency
chosen
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.
-
B.
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.
-
C.
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.
-
D.
Bartlet administration
The Bartlet administration is the fictional presidential government led by President Josiah Bartlet in the television series "The West Wing."
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d6ad9e653c8190b1473c860ee53dae |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d93fbc3f608190b0ee3c4f304a94db |
completed | April 10, 2026, 6:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f634760210819080bc0261aa059132 |
completed | May 2, 2026, 5:29 p.m. |
Created at: April 8, 2026, 9:54 p.m.