Triple
T4117459
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Republican Party presidential primaries, 2008 |
E90326
|
entity |
| Predicate | majorEvent |
P259
|
FINISHED |
| Object |
Iowa Republican caucuses, 2008
The Iowa Republican caucuses, 2008 were the first major contest in the 2008 Republican presidential nomination race, where party members in Iowa gathered to select their preferred candidate.
|
E415440
|
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: Iowa Republican caucuses, 2008 | Statement: [Republican Party presidential primaries, 2008, majorEvent, Iowa Republican caucuses, 2008]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Iowa Republican caucuses, 2008 Context triple: [Republican Party presidential primaries, 2008, majorEvent, Iowa Republican caucuses, 2008]
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
Republican Party presidential primaries, 2008
The Republican Party presidential primaries of 2008 were the series of state-level contests in which Republican voters selected their party’s nominee for the 2008 U.S. presidential election, ultimately leading to the nomination of Senator John McCain.
-
E.
New Hampshire Democratic primary, 2008
The New Hampshire Democratic primary, 2008 was an early and influential U.S. presidential nominating contest in which Hillary Clinton scored a pivotal victory over Barack Obama, reshaping the dynamics of the Democratic race.
- 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 Republican caucuses, 2008 Triple: [Republican Party presidential primaries, 2008, majorEvent, Iowa Republican caucuses, 2008]
Generated description
The Iowa Republican caucuses, 2008 were the first major contest in the 2008 Republican presidential nomination race, where party members in Iowa gathered to select their preferred candidate.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Iowa Republican caucuses, 2008 Target entity description: The Iowa Republican caucuses, 2008 were the first major contest in the 2008 Republican presidential nomination race, where party members in Iowa gathered to select their preferred candidate.
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
Republican Party presidential primaries, 2008
The Republican Party presidential primaries of 2008 were the series of state-level contests in which Republican voters selected their party’s nominee for the 2008 U.S. presidential election, ultimately leading to the nomination of Senator John McCain.
-
E.
New Hampshire Democratic primary, 2008
The New Hampshire Democratic primary, 2008 was an early and influential U.S. presidential nominating contest in which Hillary Clinton scored a pivotal victory over Barack Obama, reshaping the dynamics of the Democratic race.
- 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_69aed95c080881908125e30c5dcdc6f8 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69af01f347f8819080dd250398474d7e |
completed | March 9, 2026, 5:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b576abe02081908a1b0322758089bd |
completed | March 14, 2026, 2:54 p.m. |
| NEDg | Description generation | batch_69b577180e2881908e3bf4bfce7c9edd |
completed | March 14, 2026, 2:56 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5778dcdc08190aee087f6d54992dc |
completed | March 14, 2026, 2:58 p.m. |
Created at: March 9, 2026, 3:41 p.m.