Triple

T754694
Position Surface form Disambiguated ID Type / Status
Subject 2008 United States presidential election E15526 entity
Predicate primaryProcess P11947 FINISHED
Object Democratic Party presidential primaries, 2008
The Democratic Party presidential primaries of 2008 were the nationwide series of state contests in which Barack Obama defeated Hillary Clinton to secure the party’s nomination for the U.S. presidency.
E88670 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: Democratic Party presidential primaries, 2008 | Statement: [2008 United States presidential election, primaryProcess, Democratic Party presidential primaries, 2008]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Democratic Party presidential primaries, 2008
Context triple: [2008 United States presidential election, primaryProcess, Democratic Party presidential primaries, 2008]
  • A. Barack Obama 2008 presidential campaign
    The Barack Obama 2008 presidential campaign was the successful Democratic bid that led to Obama becoming the first African American president of the United States, notable for its grassroots organizing, digital strategy, and message of "hope" and "change."
  • 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. Democratic Party presidential primaries, 1980
    The 1980 Democratic Party presidential primaries were the intraparty contests in which incumbent President Jimmy Carter faced a major challenge from Senator Edward M. Kennedy for the Democratic nomination.
  • D. New Hampshire Democratic primary 2004
    The New Hampshire Democratic primary 2004 was an early and influential contest in the 2004 U.S. presidential election cycle that helped establish John Kerry as the Democratic frontrunner.
  • E. 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.
  • 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: Democratic Party presidential primaries, 2008
Triple: [2008 United States presidential election, primaryProcess, Democratic Party presidential primaries, 2008]
Generated description
The Democratic Party presidential primaries of 2008 were the nationwide series of state contests in which Barack Obama defeated Hillary Clinton to secure the party’s nomination for the U.S. presidency.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Democratic Party presidential primaries, 2008
Target entity description: The Democratic Party presidential primaries of 2008 were the nationwide series of state contests in which Barack Obama defeated Hillary Clinton to secure the party’s nomination for the U.S. presidency.
  • A. Barack Obama 2008 presidential campaign
    The Barack Obama 2008 presidential campaign was the successful Democratic bid that led to Obama becoming the first African American president of the United States, notable for its grassroots organizing, digital strategy, and message of "hope" and "change."
  • 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. Democratic Party presidential primaries, 1980
    The 1980 Democratic Party presidential primaries were the intraparty contests in which incumbent President Jimmy Carter faced a major challenge from Senator Edward M. Kennedy for the Democratic nomination.
  • D. New Hampshire Democratic primary 2004
    The New Hampshire Democratic primary 2004 was an early and influential contest in the 2004 U.S. presidential election cycle that helped establish John Kerry as the Democratic frontrunner.
  • E. 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.
  • 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_69a493599a0081908da65f3407af1ef2 completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4a66820548190b373deb117187c2c completed March 1, 2026, 8:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69a654eae9608190af3b410ecc041660 completed March 3, 2026, 3:26 a.m.
NEDg Description generation batch_69a65555e7748190b2a55548e4058bc1 completed March 3, 2026, 3:28 a.m.
NED2 Entity disambiguation (via description) batch_69a656d5f28481908ff3fd5fb71b1440 completed March 3, 2026, 3:34 a.m.
Created at: March 1, 2026, 7:37 p.m.