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.