Triple
T72085
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | United States Ambassador to Hungary |
E1442
|
entity |
| Predicate | officeHoldersInclude |
P537
|
FINISHED |
| Object |
Arthur Schoenfeld
Arthur Schoenfeld was an American diplomat who served as the United States Ambassador to Hungary during the mid-20th century.
|
E15741
|
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: Arthur Schoenfeld | Statement: [United States Ambassador to Hungary, officeHoldersInclude, Arthur Schoenfeld]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Arthur Schoenfeld Context triple: [United States Ambassador to Hungary, officeHoldersInclude, Arthur Schoenfeld]
-
A.
Gerhard Klopfer
Gerhard Klopfer was a senior Nazi official in the Party Chancellery who participated in the planning and coordination of the Holocaust.
-
B.
Leo Friedlander
Leo Friedlander was an American sculptor known for his large-scale public monuments and architectural sculpture, particularly in the mid-20th century.
-
C.
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.
-
D.
Philip Handler
Philip Handler was an influential American biochemist and longtime president of the U.S. National Academy of Sciences, recognized for his leadership in science policy and public service.
-
E.
Arie Arnon
Arie Arnon is an Israeli economist and peace activist recognized internationally for his contributions to promoting peace and justice, including being honored with the Sydney Peace Prize.
- 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: Arthur Schoenfeld Triple: [United States Ambassador to Hungary, officeHoldersInclude, Arthur Schoenfeld]
Generated description
Arthur Schoenfeld was an American diplomat who served as the United States Ambassador to Hungary during the mid-20th century.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Arthur Schoenfeld Target entity description: Arthur Schoenfeld was an American diplomat who served as the United States Ambassador to Hungary during the mid-20th century.
-
A.
Gerhard Klopfer
Gerhard Klopfer was a senior Nazi official in the Party Chancellery who participated in the planning and coordination of the Holocaust.
-
B.
Leo Friedlander
Leo Friedlander was an American sculptor known for his large-scale public monuments and architectural sculpture, particularly in the mid-20th century.
-
C.
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.
-
D.
Philip Handler
Philip Handler was an influential American biochemist and longtime president of the U.S. National Academy of Sciences, recognized for his leadership in science policy and public service.
-
E.
Arie Arnon
Arie Arnon is an Israeli economist and peace activist recognized internationally for his contributions to promoting peace and justice, including being honored with the Sydney Peace Prize.
- 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_69a24c06b3bc8190aa4ac89026115efc |
completed | Feb. 28, 2026, 1:59 a.m. |
| NER | Named-entity recognition | batch_69a2567b592c8190aaf692a18fcd2f1b |
completed | Feb. 28, 2026, 2:44 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a2b014ab2c8190bcef8382280932dc |
completed | Feb. 28, 2026, 9:06 a.m. |
| NEDg | Description generation | batch_69a2b0bd233c81908f3595abdfa51666 |
completed | Feb. 28, 2026, 9:09 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a2b122a168819088be9e5455a1aac1 |
completed | Feb. 28, 2026, 9:10 a.m. |
Created at: Feb. 28, 2026, 2:03 a.m.