Triple
T3825267
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Democratic Party presidential primaries, 2008 |
E88670
|
entity |
| Predicate | firstContest |
P38352
|
FINISHED |
| Object |
Iowa Democratic caucuses, 2008
The 2008 Iowa Democratic caucuses were the opening contest of the Democratic presidential nomination race, where Barack Obama scored a pivotal early victory over Hillary Clinton and John Edwards.
|
E390689
|
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: Iowa Democratic caucuses, 2008 | Statement: [Democratic Party presidential primaries, 2008, firstContest, Iowa Democratic caucuses, 2008]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Iowa Democratic caucuses, 2008 Context triple: [Democratic Party presidential primaries, 2008, firstContest, Iowa Democratic caucuses, 2008]
-
A.
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.
-
B.
Iowa Democratic caucuses 2000
The Iowa Democratic caucuses 2000 were the first major contest of the Democratic Party's 2000 presidential primary season, helping to shape early momentum for the candidates.
-
C.
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.
-
D.
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.
-
E.
Democratic caucuses
Democratic caucuses are local party meetings in which registered Democrats gather to discuss and select their preferred candidates and delegates for the presidential nomination process.
- 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: Iowa Democratic caucuses, 2008 Triple: [Democratic Party presidential primaries, 2008, firstContest, Iowa Democratic caucuses, 2008]
Generated description
The 2008 Iowa Democratic caucuses were the opening contest of the Democratic presidential nomination race, where Barack Obama scored a pivotal early victory over Hillary Clinton and John Edwards.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Iowa Democratic caucuses, 2008 Target entity description: The 2008 Iowa Democratic caucuses were the opening contest of the Democratic presidential nomination race, where Barack Obama scored a pivotal early victory over Hillary Clinton and John Edwards.
-
A.
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.
-
B.
Iowa Democratic caucuses 2000
The Iowa Democratic caucuses 2000 were the first major contest of the Democratic Party's 2000 presidential primary season, helping to shape early momentum for the candidates.
-
C.
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.
-
D.
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.
-
E.
Democratic caucuses
Democratic caucuses are local party meetings in which registered Democrats gather to discuss and select their preferred candidates and delegates for the presidential nomination process.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: firstContest Context triple: [Democratic Party presidential primaries, 2008, firstContest, Iowa Democratic caucuses, 2008]
-
A.
firstContestedIn
chosen
Indicates the event, competition, or context in which something (such as a title, office, or position) was initially challenged or competed for.
-
B.
firstContestedBetween
Indicates that a particular contest, dispute, or competition initially occurred between the specified entities.
-
C.
firstSeries
Indicates that one entity is the initial or earliest series in an ordered sequence of related series.
-
D.
firstGamePlayed
Indicates the specific game that an entity participated in before any other, marking the earliest game in which it played.
-
E.
firstWinner
Indicates that the subject is the entity who achieved first place or victory in the referenced event or competition.
- 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_69aed9538cf881909d9ce8ca4ac7c18c |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aef188b474819087680db42b04ecdd |
completed | March 9, 2026, 4:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4fb4f41c88190b3040236462c37cc |
completed | March 14, 2026, 6:08 a.m. |
| NEDg | Description generation | batch_69b4fc9fc5dc81908772fc642285abf6 |
completed | March 14, 2026, 6:13 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4fd0dc3d48190b907d7a1c1e44066 |
completed | March 14, 2026, 6:15 a.m. |
| PD | Predicate disambiguation | batch_69aee74a2bc081909b237df8b1e27653 |
completed | March 9, 2026, 3:29 p.m. |
Created at: March 9, 2026, 3:17 p.m.