Triple
T4382409
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bloomberg L.P. |
E99160
|
entity |
| Predicate | keyPerson |
P256
|
FINISHED |
| Object |
Peter T. Grauer
Peter T. Grauer is an American business executive best known as the longtime chairman of Bloomberg L.P.
|
E527373
|
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 T. Grauer | Statement: [Bloomberg L.P., keyPerson, Peter T. Grauer]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Peter T. Grauer Context triple: [Bloomberg L.P., keyPerson, Peter T. Grauer]
-
A.
Thomas J. Greytak
Thomas J. Greytak is an American physicist known for his work in low-temperature physics and his long association with the Massachusetts Institute of Technology.
-
B.
Stephen P. Graham
Stephen P. Graham is a distinguished member of the prominent Graham family, recognized for his professional achievements and public prominence.
-
C.
Robert A. Burgelman
Robert A. Burgelman is a scholar of strategic management and corporate innovation, known for his influential research on strategy-making processes and long-time professorship at Stanford Graduate School of Business.
-
D.
Martin J. Hillenbrand
Martin J. Hillenbrand was an American career diplomat who held several key Cold War-era posts, including serving as U.S. Ambassador to Hungary and later to the Federal Republic of Germany.
-
E.
Ronald J. Grabe
Ronald J. Grabe is a former NASA astronaut and U.S. Air Force colonel who piloted and commanded multiple Space Shuttle missions.
- 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 T. Grauer Triple: [Bloomberg L.P., keyPerson, Peter T. Grauer]
Generated description
Peter T. Grauer is an American business executive best known as the longtime chairman of Bloomberg L.P.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Peter T. Grauer Target entity description: Peter T. Grauer is an American business executive best known as the longtime chairman of Bloomberg L.P.
-
A.
Thomas J. Greytak
Thomas J. Greytak is an American physicist known for his work in low-temperature physics and his long association with the Massachusetts Institute of Technology.
-
B.
Stephen P. Graham
Stephen P. Graham is a distinguished member of the prominent Graham family, recognized for his professional achievements and public prominence.
-
C.
Robert A. Burgelman
Robert A. Burgelman is a scholar of strategic management and corporate innovation, known for his influential research on strategy-making processes and long-time professorship at Stanford Graduate School of Business.
-
D.
Martin J. Hillenbrand
Martin J. Hillenbrand was an American career diplomat who held several key Cold War-era posts, including serving as U.S. Ambassador to Hungary and later to the Federal Republic of Germany.
-
E.
Ronald J. Grabe
Ronald J. Grabe is a former NASA astronaut and U.S. Air Force colonel who piloted and commanded multiple Space Shuttle missions.
- 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_69b3454ea8f48190a49c2436624d6ef6 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b352613dd481909e008a8db239a108 |
completed | March 12, 2026, 11:55 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bfe61a2cd8819089ea67309d284be4 |
completed | March 22, 2026, 12:52 p.m. |
| NEDg | Description generation | batch_69bfe686b99881908bb9a952d5c120c9 |
completed | March 22, 2026, 12:54 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bfe6e8d18c8190a676e59cd16d6b12 |
completed | March 22, 2026, 12:56 p.m. |
Created at: March 12, 2026, 11:18 p.m.