Triple
T18523747
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Heather Zichal |
E452658
|
entity |
| Predicate | participatedIn |
P149
|
FINISHED |
| Object | Biden 2020 presidential campaign |
—
|
NE NERFINISHED |
How this triple was built (3 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 2020 presidential campaign | Statement: [Heather Zichal, participatedIn, Biden 2020 presidential campaign]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Biden 2020 presidential campaign Context triple: [Heather Zichal, participatedIn, Biden 2020 presidential campaign]
-
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.
Obama for America
Obama for America was the official campaign organization for Barack Obama’s presidential bids, responsible for fundraising, organizing volunteers, and managing his electoral strategy.
-
C.
Hillary Clinton 2016 presidential campaign
The Hillary Clinton 2016 presidential campaign was the Democratic Party effort led by former Secretary of State Hillary Clinton in an ultimately unsuccessful bid for the U.S. presidency against Republican nominee Donald Trump.
-
D.
2020 United States presidential election
The 2020 United States presidential election was a highly contentious national vote in which Democratic nominee Joe Biden defeated incumbent President Donald Trump amid record turnout and extensive mail-in voting.
-
E.
Barack Obama 2008 presidential campaign
The Barack Obama 2008 presidential campaign was the successful Democratic bid that led to Obama becoming the first African American president of the United States, notable for its grassroots organizing, digital strategy, and message of "hope" and "change."
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Biden 2020 presidential campaign Target entity description: The Biden 2020 presidential campaign was Joe Biden’s successful run for the U.S. presidency, culminating in his election as the 46th President of the United States.
-
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.
Obama for America
Obama for America was the official campaign organization for Barack Obama’s presidential bids, responsible for fundraising, organizing volunteers, and managing his electoral strategy.
-
C.
Hillary Clinton 2016 presidential campaign
The Hillary Clinton 2016 presidential campaign was the Democratic Party effort led by former Secretary of State Hillary Clinton in an ultimately unsuccessful bid for the U.S. presidency against Republican nominee Donald Trump.
-
D.
2020 United States presidential election
chosen
The 2020 United States presidential election was a highly contentious national vote in which Democratic nominee Joe Biden defeated incumbent President Donald Trump amid record turnout and extensive mail-in voting.
-
E.
Barack Obama 2008 presidential campaign
The Barack Obama 2008 presidential campaign was the successful Democratic bid that led to Obama becoming the first African American president of the United States, notable for its grassroots organizing, digital strategy, and message of "hope" and "change."
- F. None of above.
Provenance (2 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_69d8d387b5548190aa030dad2cb4947e |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e533908b0c81908725baf828aa46ff |
completed | April 19, 2026, 7:57 p.m. |
Created at: April 10, 2026, 11:37 a.m.