Triple
T10758941
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Margot Birmingham Perot |
E253772
|
entity |
| Predicate | spousePoliticalActivity |
P95820
|
FINISHED |
| Object |
United States presidential campaigns
United States presidential campaigns are the organized efforts by candidates and their supporters to win the office of President of the United States through nationwide political campaigning, fundraising, and voter outreach.
|
E882869
|
NE FINISHED |
How this triple was built (5 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: United States presidential campaigns | Statement: [Margot Birmingham Perot, spousePoliticalActivity, United States presidential campaigns]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: United States presidential campaigns Context triple: [Margot Birmingham Perot, spousePoliticalActivity, United States presidential campaigns]
-
A.
United States elections
United States elections are the regularly scheduled and special democratic processes in which American voters choose their representatives at local, state, and federal levels, including the president and members of Congress.
-
B.
United States presidential election
The United States presidential election is the nationwide process held every four years in which American voters choose the president and vice president through a combination of popular voting and an indirect Electoral College system.
-
C.
Donald Trump presidential campaigns
The Donald Trump presidential campaigns are the series of political efforts led by businessman and television personality Donald Trump to win the U.S. presidency, most notably in the 2016 and 2020 elections.
-
D.
2016 United States presidential election
The 2016 United States presidential election was a highly contentious race in which Republican nominee Donald Trump defeated Democratic nominee Hillary Clinton, reshaping American politics and global perceptions of the U.S. political system.
-
E.
United States federal elections
United States federal elections are the nationwide electoral processes through which voters choose the President, members of Congress, and other federal officeholders under the U.S. Constitution.
- 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: United States presidential campaigns Triple: [Margot Birmingham Perot, spousePoliticalActivity, United States presidential campaigns]
Generated description
United States presidential campaigns are the organized efforts by candidates and their supporters to win the office of President of the United States through nationwide political campaigning, fundraising, and voter outreach.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: United States presidential campaigns Target entity description: United States presidential campaigns are the organized efforts by candidates and their supporters to win the office of President of the United States through nationwide political campaigning, fundraising, and voter outreach.
-
A.
United States elections
United States elections are the regularly scheduled and special democratic processes in which American voters choose their representatives at local, state, and federal levels, including the president and members of Congress.
-
B.
United States presidential election
The United States presidential election is the nationwide process held every four years in which American voters choose the president and vice president through a combination of popular voting and an indirect Electoral College system.
-
C.
Donald Trump presidential campaigns
The Donald Trump presidential campaigns are the series of political efforts led by businessman and television personality Donald Trump to win the U.S. presidency, most notably in the 2016 and 2020 elections.
-
D.
2016 United States presidential election
The 2016 United States presidential election was a highly contentious race in which Republican nominee Donald Trump defeated Democratic nominee Hillary Clinton, reshaping American politics and global perceptions of the U.S. political system.
-
E.
United States federal elections
United States federal elections are the nationwide electoral processes through which voters choose the President, members of Congress, and other federal officeholders under the U.S. Constitution.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: spousePoliticalActivity Context triple: [Margot Birmingham Perot, spousePoliticalActivity, United States presidential campaigns]
-
A.
spousePoliticalMovement
Indicates that the political movement is one with which the spouse of the subject is affiliated or identified.
-
B.
spousePoliticalAlignment
Indicates that two individuals are spouses and specifies the political alignment or affiliation associated with that spousal relationship.
-
C.
spouseOffice
Indicates that one entity holds an office or position that is associated with, or held by, the spouse of another entity.
-
D.
spouseLaterOffice
Indicates that one person’s spouse held a particular office or position at a later time than the person in question.
-
E.
spouseAction
Indicates that one person performs an action toward or on their spouse within the context of a marital relationship.
- F. None of above. chosen
Provenance (7 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_69d6aa5f54f4819082d0bbcb6f8797e6 |
completed | April 8, 2026, 7:19 p.m. |
| NER | Named-entity recognition | batch_69d72ea21c5081908babc049d0330a75 |
completed | April 9, 2026, 4:44 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69dbdbc3780c819092337924e2ae90f8 |
completed | April 12, 2026, 5:52 p.m. |
| NEDg | Description generation | batch_69dd4367104c8190b83a7877be011b11 |
completed | April 13, 2026, 7:26 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69de01eae1bc819092dcd48328eea943 |
completed | April 14, 2026, 8:59 a.m. |
| PD | Predicate disambiguation | batch_69d6f311529c819080ca5493d55d6050 |
completed | April 9, 2026, 12:30 a.m. |
| PDg | Predicate description generation | batch_69d6fa323564819097b207eb53f8a9b8 |
completed | April 9, 2026, 1 a.m. |
Created at: April 8, 2026, 9:16 p.m.