Triple
T12694056
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | International Award for Entrepreneurship and Small Business Research |
E303282
|
entity |
| Predicate | notableRecipient |
P108
|
FINISHED |
| Object |
Zoltan J. Acs
Zoltan J. Acs is an economist and scholar known for his influential research on entrepreneurship, innovation, and small business economics.
|
E998209
|
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: Zoltan J. Acs | Statement: [International Award for Entrepreneurship and Small Business Research, notableRecipient, Zoltan J. Acs]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Zoltan J. Acs Context triple: [International Award for Entrepreneurship and Small Business Research, notableRecipient, Zoltan J. Acs]
-
A.
Gábor J. Székely
Gábor J. Székely is a Hungarian-American mathematician and statistician known for his contributions to probability theory and statistics, including work on distance correlation.
-
B.
Andrew G. Vajna
Andrew G. Vajna was a Hungarian-American film producer best known for backing major action franchises such as the Rambo and Terminator series.
-
C.
Armin B. Cremers
Armin B. Cremers is a German computer scientist known for his contributions to artificial intelligence, robotics, and information systems, and for mentoring influential researchers in these fields.
-
D.
Emanuel R. Piore
Emanuel R. Piore was a prominent physicist and research executive known for his influential leadership in industrial research and development, particularly at IBM.
-
E.
Elhanan Helpman
Elhanan Helpman is an Israeli economist renowned for his influential work on international trade, economic growth, and political economy.
- 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: Zoltan J. Acs Triple: [International Award for Entrepreneurship and Small Business Research, notableRecipient, Zoltan J. Acs]
Generated description
Zoltan J. Acs is an economist and scholar known for his influential research on entrepreneurship, innovation, and small business economics.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Zoltan J. Acs Target entity description: Zoltan J. Acs is an economist and scholar known for his influential research on entrepreneurship, innovation, and small business economics.
-
A.
Gábor J. Székely
Gábor J. Székely is a Hungarian-American mathematician and statistician known for his contributions to probability theory and statistics, including work on distance correlation.
-
B.
Andrew G. Vajna
Andrew G. Vajna was a Hungarian-American film producer best known for backing major action franchises such as the Rambo and Terminator series.
-
C.
Armin B. Cremers
Armin B. Cremers is a German computer scientist known for his contributions to artificial intelligence, robotics, and information systems, and for mentoring influential researchers in these fields.
-
D.
Emanuel R. Piore
Emanuel R. Piore was a prominent physicist and research executive known for his influential leadership in industrial research and development, particularly at IBM.
-
E.
Elhanan Helpman
Elhanan Helpman is an Israeli economist renowned for his influential work on international trade, economic growth, and political economy.
- 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_69d7bdef90d48190b46b88270e780946 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d961dbc91c8190bec50797bbd593db |
completed | April 10, 2026, 8:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f671ae935c8190a7fc2cf3c0987248 |
completed | May 2, 2026, 9:50 p.m. |
| NEDg | Description generation | batch_69f6740129688190b286ce7acb4848c7 |
completed | May 2, 2026, 10 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f675249d248190933421df49d3a2ab |
completed | May 2, 2026, 10:05 p.m. |
Created at: April 9, 2026, 5:22 p.m.