Triple
T10963216
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Forward |
E259027
|
entity |
| Predicate | usedByCampaignOrganization |
P52411
|
FINISHED |
| Object |
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.
|
E897219
|
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: Obama for America | Statement: [Forward, usedByCampaignOrganization, Obama for America]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Obama for America Context triple: [Forward, usedByCampaignOrganization, Obama for America]
-
A.
Make America Great Again
Make America Great Again is a political campaign slogan popularized by Donald Trump that encapsulates his nationalist, populist message about restoring perceived past American prosperity and strength.
-
B.
Obama Line
The Obama Line is a regional railway line in Japan’s Kansai region that connects coastal towns along Wakasa Bay, including Maizuru, providing local passenger rail services.
-
C.
Trump
Trump is a prominent American surname most widely associated with businessman and former U.S. President Donald Trump and his family.
-
D.
Clinton
Clinton is a small New England town in Worcester County, Massachusetts, known historically for its textile mills and the nearby Wachusett Reservoir.
-
E.
Clinton
Clinton, also known as Hell's Kitchen, is a vibrant New York City neighborhood on Manhattan’s West Side known for its diverse dining, Off-Broadway theaters, and proximity to Midtown.
- 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: Obama for America Triple: [Forward, usedByCampaignOrganization, Obama for America]
Generated description
Obama for America was the official campaign organization for Barack Obama’s presidential bids, responsible for fundraising, organizing volunteers, and managing his electoral strategy.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Obama for America Target entity description: Obama for America was the official campaign organization for Barack Obama’s presidential bids, responsible for fundraising, organizing volunteers, and managing his electoral strategy.
-
A.
Make America Great Again
Make America Great Again is a political campaign slogan popularized by Donald Trump that encapsulates his nationalist, populist message about restoring perceived past American prosperity and strength.
-
B.
Obama Line
The Obama Line is a regional railway line in Japan’s Kansai region that connects coastal towns along Wakasa Bay, including Maizuru, providing local passenger rail services.
-
C.
Trump
Trump is a prominent American surname most widely associated with businessman and former U.S. President Donald Trump and his family.
-
D.
Clinton
Clinton is a small New England town in Worcester County, Massachusetts, known historically for its textile mills and the nearby Wachusett Reservoir.
-
E.
Clinton
Clinton, also known as Hell's Kitchen, is a vibrant New York City neighborhood on Manhattan’s West Side known for its diverse dining, Off-Broadway theaters, and proximity to Midtown.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: usedByCampaignOrganization Context triple: [Forward, usedByCampaignOrganization, Obama for America]
-
A.
usedInOrganization
Indicates that something (such as a tool, method, or resource) is employed or applied within a particular organization.
-
B.
usesOrganization
Indicates that one entity makes use of, relies on, or operates through a particular organization to perform its functions or activities.
-
C.
campaignUse
chosen
Indicates that one entity employs or leverages another as part of a campaign or organized promotional effort.
-
D.
supportedCampaignOf
Indicates that one entity actively backed, promoted, or provided assistance to the campaign associated with another entity.
-
E.
usedByOrganizationType
Indicates that something is utilized or employed by organizations of a specified type.
- 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_69d6aa88500c819097d7032ca578e74f |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d7714714c88190926ebd48b09150c6 |
completed | April 9, 2026, 9:28 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e2d77277108190979f1b1edeac8964 |
completed | April 18, 2026, 12:59 a.m. |
| NEDg | Description generation | batch_69e2ff1ffb8c8190ba97f3c2e3c8c601 |
completed | April 18, 2026, 3:48 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e3261cc4f48190ba0e5645f37cd4b5 |
completed | April 18, 2026, 6:35 a.m. |
| PD | Predicate disambiguation | batch_69d72e8c27cc81908050590b7a04cafd |
completed | April 9, 2026, 4:43 a.m. |
Created at: April 8, 2026, 9:23 p.m.