Triple
T1534985
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | John Edwards 2004 presidential campaign |
E32529
|
entity |
| Predicate | opponentInGeneralElection |
P9213
|
FINISHED |
| Object | George W. Bush |
E15821
|
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: George W. Bush | Statement: [John Edwards 2004 presidential campaign, opponentInGeneralElection, George W. Bush]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: George W. Bush Context triple: [John Edwards 2004 presidential campaign, opponentInGeneralElection, George W. Bush]
-
A.
George W. Bush
chosen
George W. Bush is an American politician who served as the 43rd president of the United States from 2001 to 2009 and previously as governor of Texas.
-
B.
George H. W. Bush
George H. W. Bush was the 41st president of the United States, a former vice president, CIA director, and World War II Navy pilot known for his leadership during the end of the Cold War and the Gulf War.
-
C.
Bush
Bush is a British post-grunge rock band that rose to prominence in the mid-1990s with hits like "Glycerine" and "Machinehead."
-
D.
Bush
Bush is a prominent American political family name most notably associated with two U.S. presidents, George H. W. Bush and his son George W. Bush.
-
E.
Bush
Bush is a 2015 funk-influenced studio album by American rapper Snoop Dogg, produced primarily by Pharrell Williams.
- 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: opponentInGeneralElection Context triple: [John Edwards 2004 presidential campaign, opponentInGeneralElection, George W. Bush]
-
A.
electionOpponent
Indicates that two individuals are rivals competing against each other in the same election.
-
B.
incumbentOpponent
Indicates that one entity is the current officeholder while the other is their electoral challenger for that same position.
-
C.
opponentCandidate
chosen
Indicates that one entity is a rival or competing candidate against another in the same contest or election.
-
D.
opponentRunningMate
Indicates that one person is the running mate (e.g., vice-presidential or deputy candidate) of another person’s political opponent in an election.
-
E.
nomineeOutcomeInGeneralElection
Indicates the result or status that a nominated candidate ultimately achieves in the general election.
- 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_69a885ea86308190998f6bc14bb91f8e |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69a915f323bc8190aa757142c225e0ae |
completed | March 5, 2026, 5:34 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad36f6d9288190ad64dc1bc9e9f8c1 |
completed | March 8, 2026, 8:44 a.m. |
| PD | Predicate disambiguation | batch_69a907b046448190be8ea4d7b20255f7 |
completed | March 5, 2026, 4:33 a.m. |
Created at: March 4, 2026, 7:26 p.m.