Triple
T241852
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | John Kerry 2004 presidential campaign |
E4946
|
entity |
| Predicate | primaryOpponent |
P437
|
FINISHED |
| Object |
Howard Dean 2004 presidential campaign
The Howard Dean 2004 presidential campaign was an insurgent Democratic primary bid noted for its pioneering use of online fundraising and grassroots organizing, which reshaped modern American political campaigning despite ultimately falling short of the nomination.
|
E31514
|
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: Howard Dean 2004 presidential campaign | Statement: [John Kerry 2004 presidential campaign, primaryOpponent, Howard Dean 2004 presidential campaign]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Howard Dean 2004 presidential campaign Context triple: [John Kerry 2004 presidential campaign, primaryOpponent, Howard Dean 2004 presidential campaign]
-
A.
John Kerry 2004 presidential campaign
The John Kerry 2004 presidential campaign was the Democratic Party effort led by Senator John Kerry to unseat incumbent President George W. Bush in the 2004 United States presidential election.
-
B.
Wesley Clark 2004 presidential campaign
The Wesley Clark 2004 presidential campaign was the short-lived Democratic primary bid of retired General Wesley Clark, who ran as a centrist, military-experienced alternative to other contenders in the race.
-
C.
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."
-
D.
Iowa Democratic caucuses 2004
The Iowa Democratic caucuses of 2004 were the first major contest of the 2004 U.S. presidential primary season, where Democratic voters in Iowa gathered in local meetings to select delegates and signal early support for their preferred candidate.
-
E.
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.
- 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: Howard Dean 2004 presidential campaign Triple: [John Kerry 2004 presidential campaign, primaryOpponent, Howard Dean 2004 presidential campaign]
Generated description
The Howard Dean 2004 presidential campaign was an insurgent Democratic primary bid noted for its pioneering use of online fundraising and grassroots organizing, which reshaped modern American political campaigning despite ultimately falling short of the nomination.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Howard Dean 2004 presidential campaign Target entity description: The Howard Dean 2004 presidential campaign was an insurgent Democratic primary bid noted for its pioneering use of online fundraising and grassroots organizing, which reshaped modern American political campaigning despite ultimately falling short of the nomination.
-
A.
John Kerry 2004 presidential campaign
The John Kerry 2004 presidential campaign was the Democratic Party effort led by Senator John Kerry to unseat incumbent President George W. Bush in the 2004 United States presidential election.
-
B.
Wesley Clark 2004 presidential campaign
The Wesley Clark 2004 presidential campaign was the short-lived Democratic primary bid of retired General Wesley Clark, who ran as a centrist, military-experienced alternative to other contenders in the race.
-
C.
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."
-
D.
Iowa Democratic caucuses 2004
The Iowa Democratic caucuses of 2004 were the first major contest of the 2004 U.S. presidential primary season, where Democratic voters in Iowa gathered in local meetings to select delegates and signal early support for their preferred candidate.
-
E.
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.
- 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_69a257c3d0708190b0871c4269d273e6 |
completed | Feb. 28, 2026, 2:49 a.m. |
| NER | Named-entity recognition | batch_69a25cee6f208190b996be4faa700910 |
completed | Feb. 28, 2026, 3:11 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a36cf2e84c81908d87847d498f96f4 |
completed | Feb. 28, 2026, 10:32 p.m. |
| NEDg | Description generation | batch_69a36d68858c81908cc2d2dc94b1a482 |
completed | Feb. 28, 2026, 10:34 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a36dbb7dc88190a75f2c0bbb478ccc |
completed | Feb. 28, 2026, 10:35 p.m. |
Created at: Feb. 28, 2026, 2:53 a.m.