Triple

T7394806
Position Surface form Disambiguated ID Type / Status
Subject David Plouffe E170594 entity
Predicate employer P7 FINISHED
Object Barack Obama 2012 presidential campaign E44996 NE FINISHED

How this triple was built (2 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: Barack Obama 2012 presidential campaign | Statement: [David Plouffe, employer, Barack Obama 2012 presidential campaign]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Barack Obama 2012 presidential campaign
Context triple: [David Plouffe, employer, Barack Obama 2012 presidential campaign]
  • A. Barack Obama 2012 presidential campaign chosen
    The Barack Obama 2012 presidential campaign was the successful re-election effort of U.S. President Barack Obama, culminating in his victory over Republican nominee Mitt Romney.
  • B. 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."
  • C. 2012 United States presidential election
    The 2012 United States presidential election was the contest in which incumbent President Barack Obama was re-elected over Republican challenger Mitt Romney.
  • D. Barack Obama presidency
    The Barack Obama presidency was the two-term administration of the 44th President of the United States, marked by the Affordable Care Act, the recovery from the Great Recession, and a foreign policy emphasizing multilateralism and the killing of Osama bin Laden.
  • E. Hillary Clinton 2016 presidential campaign
    The Hillary Clinton 2016 presidential campaign was the Democratic Party effort led by former Secretary of State Hillary Clinton in an ultimately unsuccessful bid for the U.S. presidency against Republican nominee Donald Trump.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69c68a5f04188190ac266569c9280347 completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f2279de4819081b8876d02f55388 completed March 27, 2026, 9:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69c81ecf65388190a149efc77aedcd91 completed March 28, 2026, 6:32 p.m.
Created at: March 27, 2026, 3:09 p.m.