Triple
T19771971
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cascade-Correlation learning architecture |
E474908
|
entity |
| Predicate | developedBy |
P73
|
FINISHED |
| Object |
Christian Lebiere
Christian Lebiere is a cognitive scientist and computer scientist best known for his work on neural network learning architectures and as a key contributor to the ACT-R cognitive architecture.
|
E1531475
|
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: Christian Lebiere | Statement: [Cascade-Correlation learning architecture, developedBy, Christian Lebiere]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Christian Lebiere Context triple: [Cascade-Correlation learning architecture, developedBy, Christian Lebiere]
-
A.
Jean Arthuis
Jean Arthuis is a French centrist politician and former finance minister known for his long career in national and European politics, including service as a Member of the European Parliament.
-
B.
Jean Achard
Jean Achard was a 19th-century French landscape painter associated with the Barbizon school and known for his influence on artists such as Henri Harpignies.
-
C.
Jules Lefebvre
Jules Lefebvre was a prominent 19th-century French academic painter renowned for his refined portraits and idealized female figures, and for his influential role as a teacher in Paris.
-
D.
Émile Chassinat
Émile Chassinat was a French Egyptologist known for his archaeological work and publications on ancient Egyptian temples and inscriptions.
-
E.
Charles Mignon
Charles Mignon is a central fictional figure in Honoré de Balzac’s novel "Modeste Mignon," portrayed as the devoted and honorable father of the heroine, Modeste.
- 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: Christian Lebiere Triple: [Cascade-Correlation learning architecture, developedBy, Christian Lebiere]
Generated description
Christian Lebiere is a cognitive scientist and computer scientist best known for his work on neural network learning architectures and as a key contributor to the ACT-R cognitive architecture.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Christian Lebiere Target entity description: Christian Lebiere is a cognitive scientist and computer scientist best known for his work on neural network learning architectures and as a key contributor to the ACT-R cognitive architecture.
-
A.
Jean Arthuis
Jean Arthuis is a French centrist politician and former finance minister known for his long career in national and European politics, including service as a Member of the European Parliament.
-
B.
Jean Achard
Jean Achard was a 19th-century French landscape painter associated with the Barbizon school and known for his influence on artists such as Henri Harpignies.
-
C.
Jules Lefebvre
Jules Lefebvre was a prominent 19th-century French academic painter renowned for his refined portraits and idealized female figures, and for his influential role as a teacher in Paris.
-
D.
Émile Chassinat
Émile Chassinat was a French Egyptologist known for his archaeological work and publications on ancient Egyptian temples and inscriptions.
-
E.
Charles Mignon
Charles Mignon is a central fictional figure in Honoré de Balzac’s novel "Modeste Mignon," portrayed as the devoted and honorable father of the heroine, Modeste.
- 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_69d8e51a43a08190956bc6df13c91a77 |
completed | April 10, 2026, 11:55 a.m. |
| NER | Named-entity recognition | batch_69e6535ce4d08190a1dfca2df95a8631 |
completed | April 20, 2026, 4:25 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0ad50108b08190987795538b795d5c |
completed | May 18, 2026, 8:59 a.m. |
| NEDg | Description generation | batch_6a0ad991a1e48190ad240a20694223fc |
completed | May 18, 2026, 9:19 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0ada2a61b881908a636b2d1d6e4509 |
completed | May 18, 2026, 9:21 a.m. |
Created at: April 10, 2026, 1:48 p.m.