Triple
T4117438
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Republican Party presidential primaries, 2008 |
E90326
|
entity |
| Predicate | followedBy |
P78
|
FINISHED |
| Object |
Republican Party presidential primaries, 2012
The Republican Party presidential primaries, 2012 were the series of state-level elections and caucuses in which Republican voters selected their party’s nominee, ultimately leading to Mitt Romney’s candidacy in the 2012 United States presidential election.
|
E415435
|
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: Republican Party presidential primaries, 2012 | Statement: [Republican Party presidential primaries, 2008, followedBy, Republican Party presidential primaries, 2012]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Republican Party presidential primaries, 2012 Context triple: [Republican Party presidential primaries, 2008, followedBy, Republican Party presidential primaries, 2012]
-
A.
Democratic Party presidential primaries, 2012
The Democratic Party presidential primaries, 2012 were the largely uncontested series of state-level elections and caucuses in which Democratic voters effectively re-nominated incumbent President Barack Obama as their party’s candidate for the 2012 United States presidential election.
-
B.
Republican Party presidential primaries, 2024
The Republican Party presidential primaries, 2024 are the series of state-level elections and caucuses in which Republican voters choose their party’s nominee for the 2024 U.S. presidential election.
-
C.
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.
-
D.
2012 United States presidential election
The 2012 United States presidential election was the contest in which incumbent President Barack Obama was re-elected over Republican challenger Mitt Romney.
-
E.
2000 Republican Party presidential primaries
The 2000 Republican Party presidential primaries were the series of state-level elections and caucuses in which Republican voters selected their nominee—ultimately George W. Bush—for the 2000 United States presidential election.
- 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: Republican Party presidential primaries, 2012 Triple: [Republican Party presidential primaries, 2008, followedBy, Republican Party presidential primaries, 2012]
Generated description
The Republican Party presidential primaries, 2012 were the series of state-level elections and caucuses in which Republican voters selected their party’s nominee, ultimately leading to Mitt Romney’s candidacy in the 2012 United States presidential election.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Republican Party presidential primaries, 2012 Target entity description: The Republican Party presidential primaries, 2012 were the series of state-level elections and caucuses in which Republican voters selected their party’s nominee, ultimately leading to Mitt Romney’s candidacy in the 2012 United States presidential election.
-
A.
Democratic Party presidential primaries, 2012
The Democratic Party presidential primaries, 2012 were the largely uncontested series of state-level elections and caucuses in which Democratic voters effectively re-nominated incumbent President Barack Obama as their party’s candidate for the 2012 United States presidential election.
-
B.
Republican Party presidential primaries, 2024
The Republican Party presidential primaries, 2024 are the series of state-level elections and caucuses in which Republican voters choose their party’s nominee for the 2024 U.S. presidential election.
-
C.
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.
-
D.
2012 United States presidential election
The 2012 United States presidential election was the contest in which incumbent President Barack Obama was re-elected over Republican challenger Mitt Romney.
-
E.
2000 Republican Party presidential primaries
The 2000 Republican Party presidential primaries were the series of state-level elections and caucuses in which Republican voters selected their nominee—ultimately George W. Bush—for the 2000 United States presidential election.
- 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.