Triple
T1461187
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Howard Dean 2004 presidential campaign |
E31514
|
entity |
| Predicate | electionPhase |
P4171
|
FINISHED |
| Object |
Democratic Party presidential primaries, 2004
The Democratic Party presidential primaries of 2004 were the series of state-by-state contests in which Democratic voters selected their party’s nominee—ultimately John Kerry—to challenge incumbent President George W. Bush in the 2004 U.S. presidential election.
|
E166614
|
NE FINISHED |
How this triple was built (5 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: Democratic Party presidential primaries, 2004 | Statement: [Howard Dean 2004 presidential campaign, electionPhase, Democratic Party presidential primaries, 2004]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Democratic Party presidential primaries, 2004 Context triple: [Howard Dean 2004 presidential campaign, electionPhase, Democratic Party presidential primaries, 2004]
-
A.
Democratic Party presidential primaries, 2008
The Democratic Party presidential primaries of 2008 were the nationwide series of state contests in which Barack Obama defeated Hillary Clinton to secure the party’s nomination for the U.S. presidency.
-
B.
New Hampshire Democratic primary 2004
The New Hampshire Democratic primary 2004 was an early and influential contest in the 2004 U.S. presidential election cycle that helped establish John Kerry as the Democratic frontrunner.
-
C.
2004 United States presidential election
The 2004 United States presidential election was a contest between incumbent Republican President George W. Bush and Democratic Senator John Kerry, culminating in Bush’s re-election amid intense national focus on the Iraq War and national security.
-
D.
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.
-
E.
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.
- 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: Democratic Party presidential primaries, 2004 Triple: [Howard Dean 2004 presidential campaign, electionPhase, Democratic Party presidential primaries, 2004]
Generated description
The Democratic Party presidential primaries of 2004 were the series of state-by-state contests in which Democratic voters selected their party’s nominee—ultimately John Kerry—to challenge incumbent President George W. Bush in the 2004 U.S. presidential election.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Democratic Party presidential primaries, 2004 Target entity description: The Democratic Party presidential primaries of 2004 were the series of state-by-state contests in which Democratic voters selected their party’s nominee—ultimately John Kerry—to challenge incumbent President George W. Bush in the 2004 U.S. presidential election.
-
A.
Democratic Party presidential primaries, 2008
The Democratic Party presidential primaries of 2008 were the nationwide series of state contests in which Barack Obama defeated Hillary Clinton to secure the party’s nomination for the U.S. presidency.
-
B.
New Hampshire Democratic primary 2004
The New Hampshire Democratic primary 2004 was an early and influential contest in the 2004 U.S. presidential election cycle that helped establish John Kerry as the Democratic frontrunner.
-
C.
2004 United States presidential election
The 2004 United States presidential election was a contest between incumbent Republican President George W. Bush and Democratic Senator John Kerry, culminating in Bush’s re-election amid intense national focus on the Iraq War and national security.
-
D.
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.
-
E.
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.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: electionPhase Context triple: [Howard Dean 2004 presidential campaign, electionPhase, Democratic Party presidential primaries, 2004]
-
A.
electionCycle
Indicates the recurring period or sequence of time in which elections are organized, conducted, and repeated for a given office or political system.
-
B.
electionMethod
Indicates the process or system used to select a candidate or make a decision in an election.
-
C.
primaryElection
chosen
Indicates a relationship where an election is held within a party or jurisdiction to select its main candidate(s) for a subsequent general or higher-level election.
-
D.
electionNumber
Indicates the specific ordinal or identifying number assigned to a particular election within a series or system of elections.
-
E.
nextElection
Indicates the upcoming scheduled election associated with a given political body, office, or jurisdiction.
- F. None of above.
Provenance (6 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_69a49917dfc081909acdbdf5d684f1ef |
completed | March 1, 2026, 7:52 p.m. |
| NER | Named-entity recognition | batch_69a4c59ecb60819082217b034e18381f |
completed | March 1, 2026, 11:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad0e7ab538819090bc3e3ed1bbff64 |
completed | March 8, 2026, 5:51 a.m. |
| NEDg | Description generation | batch_69ad0f5106fc8190ab03c4e5a0287424 |
completed | March 8, 2026, 5:55 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad0fa4c7d48190ac84267c16c6eb00 |
completed | March 8, 2026, 5:56 a.m. |
| PD | Predicate disambiguation | batch_69a4c47ec5108190b1772237f2e5d90b |
completed | March 1, 2026, 10:58 p.m. |
Created at: March 1, 2026, 8 p.m.