Triple
T4958704
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nicholas Georgescu-Roegen |
E111349
|
entity |
| Predicate | birthName |
P65
|
FINISHED |
| Object |
Nicolae Georgescu
Nicolae Georgescu, better known as Nicholas Georgescu-Roegen, was a Romanian-American mathematician, statistician, and economist renowned for founding the field of bioeconomics and introducing entropy concepts into economic theory.
|
E482426
|
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: Nicolae Georgescu | Statement: [Nicholas Georgescu-Roegen, birthName, Nicolae Georgescu]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nicolae Georgescu Context triple: [Nicholas Georgescu-Roegen, birthName, Nicolae Georgescu]
-
A.
Dumitru Mazilu
Dumitru Mazilu is a Romanian diplomat, jurist, and former dissident known for his role in the 1989 Romanian Revolution and subsequent political transition.
-
B.
Sorin Grindeanu
Sorin Grindeanu is a Romanian politician who served as Prime Minister and is a prominent member of the Social Democratic Party.
-
C.
Dumitru Erhan
Dumitru Erhan is a computer scientist and machine learning researcher known for influential work in deep learning and neural networks.
-
D.
Constantin Sănătescu
Constantin Sănătescu was a Romanian army general and statesman who led the country as prime minister after the fall of Ion Antonescu during World War II.
-
E.
Georges Iscovescu
Georges Iscovescu is the opportunistic Romanian gigolo at the center of the 1941 film "Hold Back the Dawn," who schemes to marry an American schoolteacher to gain U.S. citizenship but gradually falls in love with her.
- 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: Nicolae Georgescu Triple: [Nicholas Georgescu-Roegen, birthName, Nicolae Georgescu]
Generated description
Nicolae Georgescu, better known as Nicholas Georgescu-Roegen, was a Romanian-American mathematician, statistician, and economist renowned for founding the field of bioeconomics and introducing entropy concepts into economic theory.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Nicolae Georgescu Target entity description: Nicolae Georgescu, better known as Nicholas Georgescu-Roegen, was a Romanian-American mathematician, statistician, and economist renowned for founding the field of bioeconomics and introducing entropy concepts into economic theory.
-
A.
Dumitru Mazilu
Dumitru Mazilu is a Romanian diplomat, jurist, and former dissident known for his role in the 1989 Romanian Revolution and subsequent political transition.
-
B.
Sorin Grindeanu
Sorin Grindeanu is a Romanian politician who served as Prime Minister and is a prominent member of the Social Democratic Party.
-
C.
Dumitru Erhan
Dumitru Erhan is a computer scientist and machine learning researcher known for influential work in deep learning and neural networks.
-
D.
Constantin Sănătescu
Constantin Sănătescu was a Romanian army general and statesman who led the country as prime minister after the fall of Ion Antonescu during World War II.
-
E.
Georges Iscovescu
Georges Iscovescu is the opportunistic Romanian gigolo at the center of the 1941 film "Hold Back the Dawn," who schemes to marry an American schoolteacher to gain U.S. citizenship but gradually falls in love with her.
- 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_69bd4418390c8190b7e9766a2512ce55 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd71d957cc8190b82fdd1ca61924bf |
completed | March 20, 2026, 4:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be81e4ccc4819090223633fdb04eee |
completed | March 21, 2026, 11:32 a.m. |
| NEDg | Description generation | batch_69be83c923e08190848def2824a268b8 |
completed | March 21, 2026, 11:40 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be84d36c74819097a88f29ef409d20 |
completed | March 21, 2026, 11:45 a.m. |
Created at: March 20, 2026, 1:32 p.m.