Triple
T15511831
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Fei-Fei Li |
E368727
|
entity |
| Predicate | coFounded |
P104
|
FINISHED |
| Object |
AI4ALL
AI4ALL is a nonprofit organization dedicated to increasing diversity and inclusion in artificial intelligence education and careers, particularly for underrepresented high school students.
|
E1160172
|
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: AI4ALL | Statement: [Fei-Fei Li, coFounded, AI4ALL]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: AI4ALL Context triple: [Fei-Fei Li, coFounded, AI4ALL]
-
A.
AI for Everyone
AI for Everyone is a popular non-technical online course by Andrew Ng that introduces the societal and business implications of artificial intelligence for a broad audience.
-
B.
AI2
AI2 is a research institute founded by Paul Allen that advances artificial intelligence through open science, impactful AI systems, and large-scale scholarly resources.
-
C.
AI for the Common Good
AI for the Common Good is a research initiative at the Allen Institute for Artificial Intelligence focused on developing and applying AI technologies to address pressing social and global challenges.
-
D.
Lifelong Kindergarten research group
The Lifelong Kindergarten research group is an MIT Media Lab team led by Mitchel Resnick that designs creative learning tools and environments, such as Scratch, to help people learn through playful, project-based exploration.
-
E.
Scratch Foundation
The Scratch Foundation is the nonprofit organization that supports and advances the Scratch programming language and its global educational 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: AI4ALL Triple: [Fei-Fei Li, coFounded, AI4ALL]
Generated description
AI4ALL is a nonprofit organization dedicated to increasing diversity and inclusion in artificial intelligence education and careers, particularly for underrepresented high school students.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: AI4ALL Target entity description: AI4ALL is a nonprofit organization dedicated to increasing diversity and inclusion in artificial intelligence education and careers, particularly for underrepresented high school students.
-
A.
AI for Everyone
AI for Everyone is a popular non-technical online course by Andrew Ng that introduces the societal and business implications of artificial intelligence for a broad audience.
-
B.
AI2
AI2 is a research institute founded by Paul Allen that advances artificial intelligence through open science, impactful AI systems, and large-scale scholarly resources.
-
C.
AI for the Common Good
AI for the Common Good is a research initiative at the Allen Institute for Artificial Intelligence focused on developing and applying AI technologies to address pressing social and global challenges.
-
D.
Lifelong Kindergarten research group
The Lifelong Kindergarten research group is an MIT Media Lab team led by Mitchel Resnick that designs creative learning tools and environments, such as Scratch, to help people learn through playful, project-based exploration.
-
E.
Scratch Foundation
The Scratch Foundation is the nonprofit organization that supports and advances the Scratch programming language and its global educational 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_69d85a1794cc8190b0b428716296e63e |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e04030c0208190a1931ea130075603 |
completed | April 16, 2026, 1:49 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff3671a4448190b81edae6ff2669a7 |
completed | May 9, 2026, 1:28 p.m. |
| NEDg | Description generation | batch_69ff3725d74081908603d9970857c8b6 |
completed | May 9, 2026, 1:31 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff37ce835c81909d4538fa4cbfe91f |
completed | May 9, 2026, 1:34 p.m. |
Created at: April 10, 2026, 3:56 a.m.