Triple

T16103676
Position Surface form Disambiguated ID Type / Status
Subject Yes We Can (will.i.am song) E390685 entity
Predicate lyricsFrom P110957 FINISHED
Object Barack Obama New Hampshire primary concession speech
The Barack Obama New Hampshire primary concession speech is the 2008 address in which Obama, after losing the New Hampshire primary, delivered the inspirational "Yes We Can" refrain that later became the basis for will.i.am’s song and a defining slogan of his presidential campaign.
E1194300 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: Barack Obama New Hampshire primary concession speech | Statement: [Yes We Can (will.i.am song), lyricsFrom, Barack Obama New Hampshire primary concession speech]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Barack Obama New Hampshire primary concession speech
Context triple: [Yes We Can (will.i.am song), lyricsFrom, Barack Obama New Hampshire primary concession speech]
  • A. Grant Park victory speech 2008-11-04
    The Grant Park victory speech of November 4, 2008 was Barack Obama’s historic address in Chicago celebrating his election as the first African American president of the United States.
  • B. 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.
  • C. Obama for America
    Obama for America was the official campaign organization for Barack Obama’s presidential bids, responsible for fundraising, organizing volunteers, and managing his electoral strategy.
  • D. 2009 U.S. presidential inauguration of Barack Obama
    The 2009 U.S. presidential inauguration of Barack Obama was the historic ceremony in Washington, D.C., at which Barack Obama was sworn in as the 44th and first African American president of the United States.
  • E. 2013 U.S. presidential inauguration of Barack Obama
    The 2013 U.S. presidential inauguration of Barack Obama was the public ceremony in Washington, D.C., marking the start of his second term as President of the United States.
  • 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 New Hampshire primary concession speech
Triple: [Yes We Can (will.i.am song), lyricsFrom, Barack Obama New Hampshire primary concession speech]
Generated description
The Barack Obama New Hampshire primary concession speech is the 2008 address in which Obama, after losing the New Hampshire primary, delivered the inspirational "Yes We Can" refrain that later became the basis for will.i.am’s song and a defining slogan of his presidential campaign.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Barack Obama New Hampshire primary concession speech
Target entity description: The Barack Obama New Hampshire primary concession speech is the 2008 address in which Obama, after losing the New Hampshire primary, delivered the inspirational "Yes We Can" refrain that later became the basis for will.i.am’s song and a defining slogan of his presidential campaign.
  • A. Grant Park victory speech 2008-11-04
    The Grant Park victory speech of November 4, 2008 was Barack Obama’s historic address in Chicago celebrating his election as the first African American president of the United States.
  • B. 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.
  • C. Obama for America
    Obama for America was the official campaign organization for Barack Obama’s presidential bids, responsible for fundraising, organizing volunteers, and managing his electoral strategy.
  • D. 2009 U.S. presidential inauguration of Barack Obama
    The 2009 U.S. presidential inauguration of Barack Obama was the historic ceremony in Washington, D.C., at which Barack Obama was sworn in as the 44th and first African American president of the United States.
  • E. 2013 U.S. presidential inauguration of Barack Obama
    The 2013 U.S. presidential inauguration of Barack Obama was the public ceremony in Washington, D.C., marking the start of his second term as President of the United States.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: lyricsFrom
Context triple: [Yes We Can (will.i.am song), lyricsFrom, Barack Obama New Hampshire primary concession speech]
  • A. lyricsBy
    Indicates that the lyrics of a song or musical work were written or authored by a specified person or entity.
  • B. lyricsAdaptedFrom chosen
    Indicates that the lyrics of one work are derived, adapted, or modified from the lyrics of another pre-existing work.
  • C. lyricFunction
    Indicates the role or purpose that a set of lyrics serves within a musical work or performance.
  • D. lyricType
    Indicates the specific category or role that a lyric plays within a musical or lyrical work (e.g., verse, chorus, bridge).
  • E. featuresIntrospectiveLyrics
    Indicates that the subject contains lyrics characterized by self-reflection, inner thought, or personal emotional examination.
  • F. None of above.

Provenance (6 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_69d87f1a8dd881909f1de6ef78849874 completed April 10, 2026, 4:39 a.m.
NER Named-entity recognition batch_69e1ff6a4b8881908e8dc186381196d8 completed April 17, 2026, 9:37 a.m.
NED1 Entity disambiguation (via context triple) batch_69ffeba007c08190bf4d3cf092abc7dd completed May 10, 2026, 2:21 a.m.
NEDg Description generation batch_69ffecb8c71481908b4913bb078b6415 completed May 10, 2026, 2:26 a.m.
NED2 Entity disambiguation (via description) batch_69ffed469a5c8190932fa4ebc44358c4 completed May 10, 2026, 2:28 a.m.
PD Predicate disambiguation batch_69e182804208819087f35307cd6e4103 completed April 17, 2026, 12:44 a.m.
Created at: April 10, 2026, 5 a.m.