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.