Triple

T2228312
Position Surface form Disambiguated ID Type / Status
Subject David Simas E48704 entity
Predicate workedOn P3 FINISHED
Object Barack Obama presidential campaigns
The Barack Obama presidential campaigns were the successful 2008 and 2012 U.S. presidential election efforts that propelled Barack Obama to the presidency and re-election, reshaping modern American political organizing and messaging.
E30991 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: Barack Obama presidential campaigns | Statement: [David Simas, workedOn, Barack Obama presidential campaigns]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Barack Obama presidential campaigns
Context triple: [David Simas, workedOn, Barack Obama presidential campaigns]
  • A. Barack Obama 2012 presidential campaign
    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. 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.
  • D. 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.
  • E. John Edwards 2004 presidential campaign
    The John Edwards 2004 presidential campaign was the Democratic U.S. senator from North Carolina’s bid for the presidency, noted for its populist “Two Americas” economic message and his eventual selection as John Kerry’s running mate.
  • 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: Barack Obama presidential campaigns
Triple: [David Simas, workedOn, Barack Obama presidential campaigns]
Generated description
The Barack Obama presidential campaigns were the successful 2008 and 2012 U.S. presidential election efforts that propelled Barack Obama to the presidency and re-election, reshaping modern American political organizing and messaging.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Barack Obama presidential campaigns
Target entity description: The Barack Obama presidential campaigns were the successful 2008 and 2012 U.S. presidential election efforts that propelled Barack Obama to the presidency and re-election, reshaping modern American political organizing and messaging.
  • A. Barack Obama 2012 presidential campaign
    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 chosen
    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. 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.
  • D. 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.
  • E. John Edwards 2004 presidential campaign
    The John Edwards 2004 presidential campaign was the Democratic U.S. senator from North Carolina’s bid for the presidency, noted for its populist “Two Americas” economic message and his eventual selection as John Kerry’s running mate.
  • F. None of above.

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_69a88aa51b388190949868ec9766e587 completed March 4, 2026, 7:40 p.m.
NER Named-entity recognition batch_69abc0670ce48190b98814064bff0517 completed March 7, 2026, 6:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae6567b64c8190ab718f20bbf033df completed March 9, 2026, 6:15 a.m.
NEDg Description generation batch_69ae666bd32c81909ff15201757a6c76 completed March 9, 2026, 6:19 a.m.
NED2 Entity disambiguation (via description) batch_69ae66d8ba688190a2102c00fc6231c4 completed March 9, 2026, 6:21 a.m.
Created at: March 4, 2026, 7:47 p.m.