Triple
T19920584
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Loeb |
E478783
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Robert H. Loeb
Robert H. Loeb was an American physician and influential clinical researcher known for his contributions to internal medicine and medical education.
|
E1407920
|
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: Robert H. Loeb | Statement: [Loeb, hasNotableBearer, Robert H. Loeb]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Robert H. Loeb Context triple: [Loeb, hasNotableBearer, Robert H. Loeb]
-
A.
Edward H. Heinemann
Edward H. Heinemann was a renowned American aeronautical engineer and aircraft designer best known for creating several iconic military aircraft for Douglas Aircraft Company, including the A-4 Skyhawk and A-26 Invader.
-
B.
Charles H. Joffe
Charles H. Joffe was an American film producer best known for his long-time collaboration with Woody Allen, including producing several of Allen’s most acclaimed films.
-
C.
Milton J. Rosenberg
Milton J. Rosenberg was an American social psychologist and long-time Chicago radio talk show host known for his influential program "Extension 720."
-
D.
Harold T. Shapiro
Harold T. Shapiro is an economist and academic leader best known for serving as president of both Princeton University and the University of Michigan and for his influential work at the intersection of higher education and public policy.
-
E.
Edward A. Blatt
Edward A. Blatt was an American film director and editor active in Hollywood during the mid-20th century, known for his work on studio features and genre films.
- 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: Robert H. Loeb Triple: [Loeb, hasNotableBearer, Robert H. Loeb]
Generated description
Robert H. Loeb was an American physician and influential clinical researcher known for his contributions to internal medicine and medical education.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Robert H. Loeb Target entity description: Robert H. Loeb was an American physician and influential clinical researcher known for his contributions to internal medicine and medical education.
-
A.
Edward H. Heinemann
Edward H. Heinemann was a renowned American aeronautical engineer and aircraft designer best known for creating several iconic military aircraft for Douglas Aircraft Company, including the A-4 Skyhawk and A-26 Invader.
-
B.
Charles H. Joffe
Charles H. Joffe was an American film producer best known for his long-time collaboration with Woody Allen, including producing several of Allen’s most acclaimed films.
-
C.
Milton J. Rosenberg
Milton J. Rosenberg was an American social psychologist and long-time Chicago radio talk show host known for his influential program "Extension 720."
-
D.
Harold T. Shapiro
Harold T. Shapiro is an economist and academic leader best known for serving as president of both Princeton University and the University of Michigan and for his influential work at the intersection of higher education and public policy.
-
E.
Edward A. Blatt
Edward A. Blatt was an American film director and editor active in Hollywood during the mid-20th century, known for his work on studio features and genre films.
- 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_69d8e521855c8190b41871700afc8d6a |
completed | April 10, 2026, 11:55 a.m. |
| NER | Named-entity recognition | batch_69e659c564788190a3893fc73fc4922b |
completed | April 20, 2026, 4:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a080e13e3908190acd972c79928228b |
completed | May 16, 2026, 6:26 a.m. |
| NEDg | Description generation | batch_6a0811da4d08819087071da5e46acb37 |
completed | May 16, 2026, 6:42 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a081269f1cc8190ab30b8a0c6022505 |
completed | May 16, 2026, 6:44 a.m. |
Created at: April 10, 2026, 1:53 p.m.