Triple
T4386836
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | ICML |
E99263
|
entity |
| Predicate | organizedBy |
P123
|
FINISHED |
| Object |
International Machine Learning Society
The International Machine Learning Society is a professional organization that oversees and supports the International Conference on Machine Learning (ICML) and related activities in the machine learning research community.
|
E435083
|
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: International Machine Learning Society | Statement: [ICML, organizedBy, International Machine Learning Society]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: International Machine Learning Society Context triple: [ICML, organizedBy, International Machine Learning Society]
-
A.
ICML
ICML (International Conference on Machine Learning) is one of the premier global academic conferences focused on research in machine learning and related fields.
-
B.
IEEE Computational Intelligence Society
The IEEE Computational Intelligence Society is a professional society of the IEEE that focuses on advancing the theory, design, application, and education of computational intelligence technologies such as neural networks, fuzzy systems, and evolutionary computation.
-
C.
ICLR
ICLR (International Conference on Learning Representations) is a leading annual machine learning conference focused on deep learning and representation learning research.
-
D.
American Association for Artificial Intelligence
The American Association for Artificial Intelligence, now known as the Association for the Advancement of Artificial Intelligence (AAAI), is a leading scientific society dedicated to advancing research, education, and responsible use of artificial intelligence.
-
E.
IEEE Computer Society Technical Committee on Pattern Analysis and Machine Intelligence
The IEEE Computer Society Technical Committee on Pattern Analysis and Machine Intelligence is a leading professional body that advances research and standards in computer vision, pattern recognition, and machine learning within the IEEE community.
- 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: International Machine Learning Society Triple: [ICML, organizedBy, International Machine Learning Society]
Generated description
The International Machine Learning Society is a professional organization that oversees and supports the International Conference on Machine Learning (ICML) and related activities in the machine learning research community.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: International Machine Learning Society Target entity description: The International Machine Learning Society is a professional organization that oversees and supports the International Conference on Machine Learning (ICML) and related activities in the machine learning research community.
-
A.
ICML
ICML (International Conference on Machine Learning) is one of the premier global academic conferences focused on research in machine learning and related fields.
-
B.
IEEE Computational Intelligence Society
The IEEE Computational Intelligence Society is a professional society of the IEEE that focuses on advancing the theory, design, application, and education of computational intelligence technologies such as neural networks, fuzzy systems, and evolutionary computation.
-
C.
ICLR
ICLR (International Conference on Learning Representations) is a leading annual machine learning conference focused on deep learning and representation learning research.
-
D.
American Association for Artificial Intelligence
The American Association for Artificial Intelligence, now known as the Association for the Advancement of Artificial Intelligence (AAAI), is a leading scientific society dedicated to advancing research, education, and responsible use of artificial intelligence.
-
E.
IEEE Computer Society Technical Committee on Pattern Analysis and Machine Intelligence
The IEEE Computer Society Technical Committee on Pattern Analysis and Machine Intelligence is a leading professional body that advances research and standards in computer vision, pattern recognition, and machine learning within the IEEE community.
- 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_69b3454f739481909ff6c28331f0c0b9 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b352669f608190b3aa7030d8073e04 |
completed | March 12, 2026, 11:55 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5e52a0488819081fe724d592d8fdf |
completed | March 14, 2026, 10:46 p.m. |
| NEDg | Description generation | batch_69b5e619964081908193b4b40a940336 |
completed | March 14, 2026, 10:50 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5e681fa5c819084ec0e9092275754 |
completed | March 14, 2026, 10:51 p.m. |
Created at: March 12, 2026, 11:19 p.m.