Triple
T17119832
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Republican Party presidential primaries, 2012 |
E415435
|
entity |
| Predicate | startEvent |
P3267
|
FINISHED |
| Object |
2012 Iowa Republican caucuses
The 2012 Iowa Republican caucuses were the first major electoral contest of the 2012 U.S. Republican presidential nomination race, helping to shape the early momentum and viability of the party’s candidates.
|
E1250980
|
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: 2012 Iowa Republican caucuses | Statement: [Republican Party presidential primaries, 2012, startEvent, 2012 Iowa Republican caucuses]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: 2012 Iowa Republican caucuses Context triple: [Republican Party presidential primaries, 2012, startEvent, 2012 Iowa Republican caucuses]
-
A.
Iowa Democratic caucuses, 2012
The 2012 Iowa Democratic caucuses were the state-level party meetings in Iowa where registered Democrats selected their preferred candidate and delegates for the 2012 U.S. presidential election cycle.
-
B.
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.
-
C.
Iowa caucuses
The Iowa caucuses are the first major electoral event in the U.S. presidential nomination process, where party members in Iowa gather in local meetings to select their preferred candidates.
-
D.
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.
-
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: 2012 Iowa Republican caucuses Triple: [Republican Party presidential primaries, 2012, startEvent, 2012 Iowa Republican caucuses]
Generated description
The 2012 Iowa Republican caucuses were the first major electoral contest of the 2012 U.S. Republican presidential nomination race, helping to shape the early momentum and viability of the party’s candidates.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: 2012 Iowa Republican caucuses Target entity description: The 2012 Iowa Republican caucuses were the first major electoral contest of the 2012 U.S. Republican presidential nomination race, helping to shape the early momentum and viability of the party’s candidates.
-
A.
Iowa Democratic caucuses, 2012
The 2012 Iowa Democratic caucuses were the state-level party meetings in Iowa where registered Democrats selected their preferred candidate and delegates for the 2012 U.S. presidential election cycle.
-
B.
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.
-
C.
Iowa caucuses
The Iowa caucuses are the first major electoral event in the U.S. presidential nomination process, where party members in Iowa gather in local meetings to select their preferred candidates.
-
D.
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.
-
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
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_69d886d090cc8190a39cb94992586905 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3e8092b548190b45c1695be47edc2 |
completed | April 18, 2026, 8:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a013a0e11108190bfcf858142aa9ff3 |
completed | May 11, 2026, 2:08 a.m. |
| NEDg | Description generation | batch_6a013b749680819097159f0fdc379f2c |
completed | May 11, 2026, 2:14 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a013bf9ef508190aac1155680f33eaf |
completed | May 11, 2026, 2:16 a.m. |
Created at: April 10, 2026, 5:36 a.m.