Triple
T3825280
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Democratic Party presidential primaries, 2008 |
E88670
|
entity |
| Predicate | campaignSloganUsed |
P6980
|
FINISHED |
| Object |
Change We Can Believe In
"Change We Can Believe In" was the central campaign slogan of Barack Obama’s 2008 U.S. presidential run, encapsulating his message of hope and political transformation.
|
E390692
|
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: Change We Can Believe In | Statement: [Democratic Party presidential primaries, 2008, campaignSloganUsed, Change We Can Believe In]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Change We Can Believe In Context triple: [Democratic Party presidential primaries, 2008, campaignSloganUsed, Change We Can Believe In]
-
A.
Yes We Can
"Yes We Can" is a famous political slogan popularized by Barack Obama that encapsulated his 2008 presidential campaign’s message of hope, change, and collective empowerment.
-
B.
Change the World
"Change the World" is a Grammy-winning soft rock song popularized by Eric Clapton, known for its smooth acoustic style and heartfelt lyrics.
-
C.
Believe in Humanity
"Believe in Humanity" is a song featured in the animated fantasy series RWBY, known for its uplifting themes about hope and trust in others.
-
D.
What I Believe
"What I Believe" is a non-fiction work by Leo Tolstoy in which he sets out his radical Christian anarchist philosophy, emphasizing nonviolence, love, and rejection of state and church authority.
-
E.
Waiting on the World to Change
"Waiting on the World to Change" is a Grammy-winning pop-rock song by John Mayer that reflects on political apathy and the frustrations of a younger generation.
- 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: Change We Can Believe In Triple: [Democratic Party presidential primaries, 2008, campaignSloganUsed, Change We Can Believe In]
Generated description
"Change We Can Believe In" was the central campaign slogan of Barack Obama’s 2008 U.S. presidential run, encapsulating his message of hope and political transformation.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Change We Can Believe In Target entity description: "Change We Can Believe In" was the central campaign slogan of Barack Obama’s 2008 U.S. presidential run, encapsulating his message of hope and political transformation.
-
A.
Yes We Can
"Yes We Can" is a famous political slogan popularized by Barack Obama that encapsulated his 2008 presidential campaign’s message of hope, change, and collective empowerment.
-
B.
Change the World
"Change the World" is a Grammy-winning soft rock song popularized by Eric Clapton, known for its smooth acoustic style and heartfelt lyrics.
-
C.
Believe in Humanity
"Believe in Humanity" is a song featured in the animated fantasy series RWBY, known for its uplifting themes about hope and trust in others.
-
D.
What I Believe
"What I Believe" is a non-fiction work by Leo Tolstoy in which he sets out his radical Christian anarchist philosophy, emphasizing nonviolence, love, and rejection of state and church authority.
-
E.
Waiting on the World to Change
"Waiting on the World to Change" is a Grammy-winning pop-rock song by John Mayer that reflects on political apathy and the frustrations of a younger generation.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: campaignSloganUsed Context triple: [Democratic Party presidential primaries, 2008, campaignSloganUsed, Change We Can Believe In]
-
A.
sloganUsedIn
chosen
Indicates that a particular slogan is employed or featured within a specific context, such as a campaign, advertisement, or organization.
-
B.
sloganGivenBy
Indicates that a particular slogan is provided, coined, or assigned by a specific entity.
-
C.
hasCampaignName
Indicates that an entity is associated with a specific campaign identified by a particular name.
-
D.
sloganComponent
Indicates that one element functions as a constituent or part of a larger slogan.
-
E.
campaignSloganOfWinner
Indicates that a given slogan is the official campaign slogan used by the candidate who won a particular election.
- 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_69aed9538cf881909d9ce8ca4ac7c18c |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aef188b474819087680db42b04ecdd |
completed | March 9, 2026, 4:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4fb4f41c88190b3040236462c37cc |
completed | March 14, 2026, 6:08 a.m. |
| NEDg | Description generation | batch_69b4fc9fc5dc81908772fc642285abf6 |
completed | March 14, 2026, 6:13 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4fd0dc3d48190b907d7a1c1e44066 |
completed | March 14, 2026, 6:15 a.m. |
| PD | Predicate disambiguation | batch_69aee74a2bc081909b237df8b1e27653 |
completed | March 9, 2026, 3:29 p.m. |
Created at: March 9, 2026, 3:17 p.m.