Triple
T2339798
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Barack Obama 2012 presidential campaign |
E44996
|
entity |
| Predicate | chair |
P16377
|
FINISHED |
| Object |
Debbie Wasserman Schultz
Debbie Wasserman Schultz is an American Democratic politician and longtime U.S. Representative from Florida who has also served in key party leadership roles at the national level.
|
E259029
|
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: Debbie Wasserman Schultz | Statement: [Barack Obama 2012 presidential campaign, chair, Debbie Wasserman Schultz]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Debbie Wasserman Schultz Context triple: [Barack Obama 2012 presidential campaign, chair, Debbie Wasserman Schultz]
-
A.
Sally Priebus
Sally Priebus is the wife of American attorney and political figure Reince Priebus, former White House Chief of Staff and Republican National Committee chairman.
-
B.
Grace Priebus
Grace Priebus is the daughter of American attorney and political figure Reince Priebus, former White House Chief of Staff under President Donald Trump.
-
C.
Christine Collins
Christine Collins was a real-life Los Angeles mother whose 1928 fight against police corruption and search for her missing son became the basis for the film "Changeling."
-
D.
Tina Kotek
Tina Kotek is an American politician and former state legislative leader who became the first openly lesbian governor in the United States.
-
E.
Janai Nelson
Janai Nelson is a civil rights attorney and legal scholar who serves as the president and director-counsel of the NAACP Legal Defense and Educational Fund, one of the United States’ leading racial justice organizations.
- 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: Debbie Wasserman Schultz Triple: [Barack Obama 2012 presidential campaign, chair, Debbie Wasserman Schultz]
Generated description
Debbie Wasserman Schultz is an American Democratic politician and longtime U.S. Representative from Florida who has also served in key party leadership roles at the national level.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Debbie Wasserman Schultz Target entity description: Debbie Wasserman Schultz is an American Democratic politician and longtime U.S. Representative from Florida who has also served in key party leadership roles at the national level.
-
A.
Sally Priebus
Sally Priebus is the wife of American attorney and political figure Reince Priebus, former White House Chief of Staff and Republican National Committee chairman.
-
B.
Grace Priebus
Grace Priebus is the daughter of American attorney and political figure Reince Priebus, former White House Chief of Staff under President Donald Trump.
-
C.
Christine Collins
Christine Collins was a real-life Los Angeles mother whose 1928 fight against police corruption and search for her missing son became the basis for the film "Changeling."
-
D.
Tina Kotek
Tina Kotek is an American politician and former state legislative leader who became the first openly lesbian governor in the United States.
-
E.
Janai Nelson
Janai Nelson is a civil rights attorney and legal scholar who serves as the president and director-counsel of the NAACP Legal Defense and Educational Fund, one of the United States’ leading racial justice organizations.
- 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_69a88917935081909b755dbf38e81024 |
completed | March 4, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69abc6aa47948190ab6ce6a40863e95c |
completed | March 7, 2026, 6:33 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae961d890c8190aa39fb4d30b38e19 |
completed | March 9, 2026, 9:42 a.m. |
| NEDg | Description generation | batch_69ae9a035b70819096f2d556fb14313b |
completed | March 9, 2026, 9:59 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae9af22c688190b1c8bb169f5658ca |
completed | March 9, 2026, 10:03 a.m. |
Created at: March 4, 2026, 7:52 p.m.