Triple
T15313837
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Caffe |
E366103
|
entity |
| Predicate | developer |
P73
|
FINISHED |
| Object |
Berkeley Vision and Learning Center
Berkeley Vision and Learning Center is a research group at the University of California, Berkeley focused on advancing computer vision and machine learning, known for creating influential open-source tools and datasets.
|
E1150789
|
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: Berkeley Vision and Learning Center | Statement: [Caffe, developer, Berkeley Vision and Learning Center]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Berkeley Vision and Learning Center Context triple: [Caffe, developer, Berkeley Vision and Learning Center]
-
A.
Berkeley Artificial Intelligence Research Lab
The Berkeley Artificial Intelligence Research Lab is a leading UC Berkeley research group focused on advancing the theory and practice of artificial intelligence and machine learning.
-
B.
Computer Science and Artificial Intelligence Laboratory (CSAIL)
The Computer Science and Artificial Intelligence Laboratory (CSAIL) is MIT’s premier research lab for computer science, artificial intelligence, and related fields, known for pioneering work in areas such as robotics, machine learning, and systems.
-
C.
Stanford Artificial Intelligence Laboratory
The Stanford Artificial Intelligence Laboratory is a leading research center at Stanford University dedicated to advancing the theory and practice of artificial intelligence across robotics, machine learning, and related fields.
-
D.
UC Berkeley ASPIRE Lab
UC Berkeley ASPIRE Lab is a research group at the University of California, Berkeley focused on advancing computer architecture and systems, particularly open and energy-efficient computing platforms.
-
E.
International Computer Science Institute
The International Computer Science Institute is an independent, nonprofit research organization in Berkeley, California, known for its influential work in computer science and close ties to the University of California, Berkeley.
- 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: Berkeley Vision and Learning Center Triple: [Caffe, developer, Berkeley Vision and Learning Center]
Generated description
Berkeley Vision and Learning Center is a research group at the University of California, Berkeley focused on advancing computer vision and machine learning, known for creating influential open-source tools and datasets.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Berkeley Vision and Learning Center Target entity description: Berkeley Vision and Learning Center is a research group at the University of California, Berkeley focused on advancing computer vision and machine learning, known for creating influential open-source tools and datasets.
-
A.
Berkeley Artificial Intelligence Research Lab
The Berkeley Artificial Intelligence Research Lab is a leading UC Berkeley research group focused on advancing the theory and practice of artificial intelligence and machine learning.
-
B.
Computer Science and Artificial Intelligence Laboratory (CSAIL)
The Computer Science and Artificial Intelligence Laboratory (CSAIL) is MIT’s premier research lab for computer science, artificial intelligence, and related fields, known for pioneering work in areas such as robotics, machine learning, and systems.
-
C.
Stanford Artificial Intelligence Laboratory
The Stanford Artificial Intelligence Laboratory is a leading research center at Stanford University dedicated to advancing the theory and practice of artificial intelligence across robotics, machine learning, and related fields.
-
D.
UC Berkeley ASPIRE Lab
UC Berkeley ASPIRE Lab is a research group at the University of California, Berkeley focused on advancing computer architecture and systems, particularly open and energy-efficient computing platforms.
-
E.
International Computer Science Institute
The International Computer Science Institute is an independent, nonprofit research organization in Berkeley, California, known for its influential work in computer science and close ties to the University of California, Berkeley.
- 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_69d85a113ee881908e297a1d38dd79fa |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e03dd050108190a584543cb93943a4 |
completed | April 16, 2026, 1:39 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fef8a3da3881909b50cfbec0543adc |
completed | May 9, 2026, 9:04 a.m. |
| NEDg | Description generation | batch_69fefdb82b2081908084a12a58ad3477 |
completed | May 9, 2026, 9:26 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fefe6c42708190bd893885fc5bc88e |
completed | May 9, 2026, 9:29 a.m. |
Created at: April 10, 2026, 3:16 a.m.