Triple

T241827
Position Surface form Disambiguated ID Type / Status
Subject John Kerry 2004 presidential campaign E4946 entity
Predicate election P353 FINISHED
Object 2004 United States presidential election
The 2004 United States presidential election was a contest between incumbent Republican President George W. Bush and Democratic Senator John Kerry, culminating in Bush’s re-election amid intense national focus on the Iraq War and national security.
E32528 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: 2004 United States presidential election | Statement: [John Kerry 2004 presidential campaign, election, 2004 United States presidential election]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: 2004 United States presidential election
Context triple: [John Kerry 2004 presidential campaign, election, 2004 United States presidential election]
  • A. 2000 United States presidential election
    The 2000 United States presidential election was a highly contentious race between George W. Bush and Al Gore that culminated in a disputed Florida recount and a landmark Supreme Court decision.
  • B. 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.
  • C. 2020 United States presidential election
    The 2020 United States presidential election was a highly contentious national vote in which Democratic nominee Joe Biden defeated incumbent President Donald Trump amid record turnout and extensive mail-in voting.
  • D. George W. Bush 2004 presidential campaign
    The George W. Bush 2004 presidential campaign was the successful re-election effort of the 43rd U.S. president, centered on national security and the War on Terror in the aftermath of the September 11 attacks.
  • E. 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.
  • 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: 2004 United States presidential election
Triple: [John Kerry 2004 presidential campaign, election, 2004 United States presidential election]
Generated description
The 2004 United States presidential election was a contest between incumbent Republican President George W. Bush and Democratic Senator John Kerry, culminating in Bush’s re-election amid intense national focus on the Iraq War and national security.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: 2004 United States presidential election
Target entity description: The 2004 United States presidential election was a contest between incumbent Republican President George W. Bush and Democratic Senator John Kerry, culminating in Bush’s re-election amid intense national focus on the Iraq War and national security.
  • A. 2000 United States presidential election
    The 2000 United States presidential election was a highly contentious race between George W. Bush and Al Gore that culminated in a disputed Florida recount and a landmark Supreme Court decision.
  • B. 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.
  • C. 2020 United States presidential election
    The 2020 United States presidential election was a highly contentious national vote in which Democratic nominee Joe Biden defeated incumbent President Donald Trump amid record turnout and extensive mail-in voting.
  • D. George W. Bush 2004 presidential campaign
    The George W. Bush 2004 presidential campaign was the successful re-election effort of the 43rd U.S. president, centered on national security and the War on Terror in the aftermath of the September 11 attacks.
  • E. 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.
  • 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_69a257c3d0708190b0871c4269d273e6 completed Feb. 28, 2026, 2:49 a.m.
NER Named-entity recognition batch_69a25cee6f208190b996be4faa700910 completed Feb. 28, 2026, 3:11 a.m.
NED1 Entity disambiguation (via context triple) batch_69a3736ff4388190b6b43a149d0003c5 completed Feb. 28, 2026, 11 p.m.
NEDg Description generation batch_69a3745c4cb481908fb0ba52119fabbb completed Feb. 28, 2026, 11:03 p.m.
NED2 Entity disambiguation (via description) batch_69a374e12e9c819090217b5197c90ccf completed Feb. 28, 2026, 11:06 p.m.
Created at: Feb. 28, 2026, 2:53 a.m.