Triple
T19290514
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nicholas Georgescu-Roegen |
E482426
|
entity |
| Predicate | influencedBy |
P9
|
FINISHED |
| Object |
François Perroux
François Perroux was a French economist known for his work on development economics, the concept of growth poles, and structural economic dynamics.
|
E1369327
|
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: François Perroux | Statement: [Nicholas Georgescu-Roegen, influencedBy, François Perroux]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: François Perroux Context triple: [Nicholas Georgescu-Roegen, influencedBy, François Perroux]
-
A.
Jean Cordonnier
Jean Cordonnier is a person notable enough to be recognized as a prominent bearer of the surname Cordonnier.
-
B.
Jacques Rueff
Jacques Rueff was a prominent French economist and public servant known for his influential role in shaping mid-20th-century French and European economic policy.
-
C.
Jean Drèze
Jean Drèze is a development economist known for his influential work on poverty, hunger, and social policy in India, including contributions to the Right to Food campaign and landmark social welfare programs.
-
D.
Ragnar Nurkse
Ragnar Nurkse was an influential Estonian economist known for his work on development economics and the theory of balanced growth in poor countries.
-
E.
Alphonse Allais
Alphonse Allais was a French writer, humorist, and journalist known for his absurdist short stories and pioneering role in early surrealist and pataphysical literature.
- 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: François Perroux Triple: [Nicholas Georgescu-Roegen, influencedBy, François Perroux]
Generated description
François Perroux was a French economist known for his work on development economics, the concept of growth poles, and structural economic dynamics.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: François Perroux Target entity description: François Perroux was a French economist known for his work on development economics, the concept of growth poles, and structural economic dynamics.
-
A.
Jean Cordonnier
Jean Cordonnier is a person notable enough to be recognized as a prominent bearer of the surname Cordonnier.
-
B.
Jacques Rueff
Jacques Rueff was a prominent French economist and public servant known for his influential role in shaping mid-20th-century French and European economic policy.
-
C.
Jean Drèze
Jean Drèze is a development economist known for his influential work on poverty, hunger, and social policy in India, including contributions to the Right to Food campaign and landmark social welfare programs.
-
D.
Ragnar Nurkse
Ragnar Nurkse was an influential Estonian economist known for his work on development economics and the theory of balanced growth in poor countries.
-
E.
Alphonse Allais
Alphonse Allais was a French writer, humorist, and journalist known for his absurdist short stories and pioneering role in early surrealist and pataphysical literature.
- 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_69d8e8cf61b0819096fe3e4107827c4e |
completed | April 10, 2026, 12:10 p.m. |
| NER | Named-entity recognition | batch_69e5fc05c9dc8190846b279f82ae0fa3 |
completed | April 20, 2026, 10:12 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a07144d5ab48190a04d6974262f0e3f |
completed | May 15, 2026, 12:40 p.m. |
| NEDg | Description generation | batch_6a0715514bac8190aafb36b96d4b167d |
completed | May 15, 2026, 12:45 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a07163cb15881908435e7d2fa68b06e |
completed | May 15, 2026, 12:49 p.m. |
Created at: April 10, 2026, 1:30 p.m.