Triple
T1482585
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Barack Obama 2008 presidential campaign |
E30991
|
entity |
| Predicate | campaignManager |
P4177
|
FINISHED |
| Object |
David Plouffe
David Plouffe is an American political strategist best known for architecting Barack Obama’s successful 2008 presidential campaign and later serving as a senior advisor in the Obama White House.
|
E170594
|
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: David Plouffe | Statement: [Barack Obama 2008 presidential campaign, campaignManager, David Plouffe]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: David Plouffe Context triple: [Barack Obama 2008 presidential campaign, campaignManager, David Plouffe]
-
A.
Patrick Brown
Patrick Brown is a Canadian politician who has served as the mayor of Brampton, Ontario.
-
B.
Jonathan Corwin
Jonathan Corwin was a 17th-century Massachusetts magistrate best known as one of the judges who presided over the Salem witch trials.
-
C.
Andrew Smith
Andrew Smith was a standout Butler University basketball center known for his key role in the Bulldogs’ run to the 2011 NCAA Tournament Championship Game.
-
D.
Mike Sullivan
Mike Sullivan is an American professional ice hockey coach best known for leading the Pittsburgh Penguins to multiple Stanley Cup championships.
-
E.
Scott Brown
Scott Brown is an American Republican politician and former U.S. Senator from Massachusetts who later served as U.S. Ambassador to New Zealand and Samoa.
- 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: David Plouffe Triple: [Barack Obama 2008 presidential campaign, campaignManager, David Plouffe]
Generated description
David Plouffe is an American political strategist best known for architecting Barack Obama’s successful 2008 presidential campaign and later serving as a senior advisor in the Obama White House.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: David Plouffe Target entity description: David Plouffe is an American political strategist best known for architecting Barack Obama’s successful 2008 presidential campaign and later serving as a senior advisor in the Obama White House.
-
A.
Patrick Brown
Patrick Brown is a Canadian politician who has served as the mayor of Brampton, Ontario.
-
B.
Jonathan Corwin
Jonathan Corwin was a 17th-century Massachusetts magistrate best known as one of the judges who presided over the Salem witch trials.
-
C.
Andrew Smith
Andrew Smith was a standout Butler University basketball center known for his key role in the Bulldogs’ run to the 2011 NCAA Tournament Championship Game.
-
D.
Mike Sullivan
Mike Sullivan is an American professional ice hockey coach best known for leading the Pittsburgh Penguins to multiple Stanley Cup championships.
-
E.
Scott Brown
Scott Brown is an American Republican politician and former U.S. Senator from Massachusetts who later served as U.S. Ambassador to New Zealand and Samoa.
- F. None of above. chosen
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_69a498fe55a88190ab7f9e40ace88e49 |
completed | March 1, 2026, 7:52 p.m. |
| NER | Named-entity recognition | batch_69a4c6782f088190930d25a56161e2b3 |
completed | March 1, 2026, 11:06 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad1ca4c4e481909ea0ca76841454b1 |
completed | March 8, 2026, 6:52 a.m. |
| NEDg | Description generation | batch_69ad1d28d8708190b284676ff407c3ec |
completed | March 8, 2026, 6:54 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad1ea291448190ba1c8593d11f86ee |
completed | March 8, 2026, 7 a.m. |
Created at: March 1, 2026, 8:11 p.m.