Triple
T1888663
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cleveland State University |
E41818
|
entity |
| Predicate | president |
P8
|
FINISHED |
| Object |
Laura Bloomberg
Laura Bloomberg is an American academic leader and public policy scholar who serves as president of Cleveland State University.
|
E210132
|
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: Laura Bloomberg | Statement: [Cleveland State University, president, Laura Bloomberg]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Laura Bloomberg Context triple: [Cleveland State University, president, Laura Bloomberg]
-
A.
Victoria Riskin
Victoria Riskin is an American television producer, screenwriter, and former psychologist, known for her work in film and TV as well as for being the daughter of actress Fay Wray and screenwriter Robert Riskin.
-
B.
Judith Kilpatrick
Judith Kilpatrick is a notable individual recognized as a prominent bearer of the surname Kilpatrick.
-
C.
Sheila Johnson
Sheila Johnson is an American businesswoman, philanthropist, and co-founder of Black Entertainment Television who became a prominent sports executive and owner in professional basketball.
-
D.
Cynthia Dall
Cynthia Dall was an American singer-songwriter and photographer known for her lo-fi indie work and collaborations with Bill Callahan of Smog.
-
E.
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.
- 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: Laura Bloomberg Triple: [Cleveland State University, president, Laura Bloomberg]
Generated description
Laura Bloomberg is an American academic leader and public policy scholar who serves as president of Cleveland State University.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Laura Bloomberg Target entity description: Laura Bloomberg is an American academic leader and public policy scholar who serves as president of Cleveland State University.
-
A.
Victoria Riskin
Victoria Riskin is an American television producer, screenwriter, and former psychologist, known for her work in film and TV as well as for being the daughter of actress Fay Wray and screenwriter Robert Riskin.
-
B.
Judith Kilpatrick
Judith Kilpatrick is a notable individual recognized as a prominent bearer of the surname Kilpatrick.
-
C.
Sheila Johnson
Sheila Johnson is an American businesswoman, philanthropist, and co-founder of Black Entertainment Television who became a prominent sports executive and owner in professional basketball.
-
D.
Cynthia Dall
Cynthia Dall was an American singer-songwriter and photographer known for her lo-fi indie work and collaborations with Bill Callahan of Smog.
-
E.
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.
- 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_69a8864b6de0819098d089f6a1b910a7 |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69abb12382b481908cd26b56f8558226 |
completed | March 7, 2026, 5:01 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69addf665bd48190b08ff5159333b99b |
completed | March 8, 2026, 8:43 p.m. |
| NEDg | Description generation | batch_69ade02321b881909e8bb087f6c3acd4 |
completed | March 8, 2026, 8:46 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ade0d3f77481909cb4c9a57a9fb6a7 |
completed | March 8, 2026, 8:49 p.m. |
Created at: March 4, 2026, 7:34 p.m.