Triple
T10401406
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Richard A. Epstein |
E245154
|
entity |
| Predicate | positionHeld |
P8
|
FINISHED |
| Object |
Peter and Kirsten Bedford Senior Fellow
The Peter and Kirsten Bedford Senior Fellow is a distinguished senior research position at the Hoover Institution at Stanford University, typically held by a leading scholar in law, economics, or public policy.
|
E861689
|
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: Peter and Kirsten Bedford Senior Fellow | Statement: [Richard A. Epstein, positionHeld, Peter and Kirsten Bedford Senior Fellow]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Peter and Kirsten Bedford Senior Fellow Context triple: [Richard A. Epstein, positionHeld, Peter and Kirsten Bedford Senior Fellow]
-
A.
Andrew W. Senior
Andrew W. Senior is a computer scientist and researcher known for his contributions to deep learning and protein structure prediction, including work on DeepMind’s AlphaFold project.
-
B.
Jeffrey S. Mearns
Jeffrey S. Mearns is an American academic leader and attorney who serves as the president of Ball State University in Indiana.
-
C.
Kenneth W. Hess
Kenneth W. Hess is an aerospace and safety expert who served on the Columbia Accident Investigation Board that examined the 2003 Space Shuttle Columbia disaster.
-
D.
John Bridgeland
John Bridgeland is an American public policy expert and former White House official known for leading domestic policy initiatives and later founding and directing prominent civic and social impact organizations.
-
E.
Laurence S. Kuter
Laurence S. Kuter was a United States Air Force general and early air power theorist who played a key role in developing strategic bombing doctrine before and during World War II.
- 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: Peter and Kirsten Bedford Senior Fellow Triple: [Richard A. Epstein, positionHeld, Peter and Kirsten Bedford Senior Fellow]
Generated description
The Peter and Kirsten Bedford Senior Fellow is a distinguished senior research position at the Hoover Institution at Stanford University, typically held by a leading scholar in law, economics, or public policy.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Peter and Kirsten Bedford Senior Fellow Target entity description: The Peter and Kirsten Bedford Senior Fellow is a distinguished senior research position at the Hoover Institution at Stanford University, typically held by a leading scholar in law, economics, or public policy.
-
A.
Andrew W. Senior
Andrew W. Senior is a computer scientist and researcher known for his contributions to deep learning and protein structure prediction, including work on DeepMind’s AlphaFold project.
-
B.
Jeffrey S. Mearns
Jeffrey S. Mearns is an American academic leader and attorney who serves as the president of Ball State University in Indiana.
-
C.
Kenneth W. Hess
Kenneth W. Hess is an aerospace and safety expert who served on the Columbia Accident Investigation Board that examined the 2003 Space Shuttle Columbia disaster.
-
D.
John Bridgeland
John Bridgeland is an American public policy expert and former White House official known for leading domestic policy initiatives and later founding and directing prominent civic and social impact organizations.
-
E.
Laurence S. Kuter
Laurence S. Kuter was a United States Air Force general and early air power theorist who played a key role in developing strategic bombing doctrine before and during World War II.
- 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_69d381b5116081908d85227bab6d3c0c |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d4e9e2f11c8190b30695cba2975544 |
completed | April 7, 2026, 11:26 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d7fbd13c888190b3a79a9aacb5291e |
completed | April 9, 2026, 7:19 p.m. |
| NEDg | Description generation | batch_69d822d597088190bf3dca85e1ddb890 |
completed | April 9, 2026, 10:06 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d859cc1aac8190ab232bb4e4e4fac1 |
completed | April 10, 2026, 2 a.m. |
Created at: April 6, 2026, 12:07 p.m.