Triple
T17120101
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Iowa Republican caucuses, 2008 |
E415440
|
entity |
| Predicate | campaignSeason |
P82825
|
FINISHED |
| Object | 2007–2008 Republican presidential campaign |
E90326
|
NE FINISHED |
How this triple was built (3 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: 2007–2008 Republican presidential campaign | Statement: [Iowa Republican caucuses, 2008, campaignSeason, 2007–2008 Republican presidential campaign]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: 2007–2008 Republican presidential campaign Context triple: [Iowa Republican caucuses, 2008, campaignSeason, 2007–2008 Republican presidential campaign]
-
A.
Republican Party presidential primaries, 2008
chosen
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.
-
B.
2008 United States presidential election campaign of John McCain
The 2008 United States presidential election campaign of John McCain was the Republican senator’s bid for the presidency against Democrat Barack Obama, marked by his selection of Sarah Palin as running mate and a focus on national security and experience.
-
C.
2008 United States presidential election
The 2008 United States presidential election was the historic contest in which Barack Obama was elected the first African American president, defeating Republican nominee John McCain amid the backdrop of the global financial crisis and widespread calls for change.
-
D.
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.
-
E.
Bush–Cheney 2000 campaign
The Bush–Cheney 2000 campaign was the presidential election effort in which Texas Governor George W. Bush and former Defense Secretary Dick Cheney successfully ran as the Republican ticket for the U.S. presidency.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: campaignSeason Context triple: [Iowa Republican caucuses, 2008, campaignSeason, 2007–2008 Republican presidential campaign]
-
A.
promotionSeason
Indicates the specific season or time period during which a promotion or promotional campaign is active.
-
B.
competitionSeason
Indicates that an entity is associated with a particular competitive season or edition of a competition.
-
C.
campaignYear
chosen
Indicates the specific year in which a campaign takes place, is launched, or is associated with an entity.
-
D.
trainingSeason
Indicates the specific season or time period during which training activities or programs take place.
-
E.
sportSeasonOf
Indicates that one entity is a sports season that belongs to, or is part of, the overall history or schedule of the specified sport.
- F. None of above.
Provenance (4 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. |
| PD | Predicate disambiguation | batch_69e35d6b1b988190a8d6b6fe78c35e59 |
completed | April 18, 2026, 10:31 a.m. |
Created at: April 10, 2026, 5:36 a.m.