Triple
T4379324
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Benjamin Franklin Medal in Computer and Cognitive Science |
E99088
|
entity |
| Predicate | notableRecipient |
P108
|
FINISHED |
| Object |
Judea Pearl
Judea Pearl is a pioneering computer scientist and philosopher best known for his foundational work on probabilistic reasoning, Bayesian networks, and causal inference in artificial intelligence.
|
E435765
|
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: Judea Pearl | Statement: [Benjamin Franklin Medal in Computer and Cognitive Science, notableRecipient, Judea Pearl]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Judea Pearl Context triple: [Benjamin Franklin Medal in Computer and Cognitive Science, notableRecipient, Judea Pearl]
-
A.
Andrew B. Moore
Andrew B. Moore was an American politician who served as governor of Alabama in the years leading up to and during the early part of the Civil War.
-
B.
Dennis Michie
Dennis Michie was a U.S. Army officer and early football coach at West Point who is honored as the namesake of the United States Military Academy’s Michie Stadium.
-
C.
Daphne Koller
Daphne Koller is a computer scientist and entrepreneur best known as the co-founder of the online education platform Coursera and for her influential work in probabilistic graphical models and machine learning.
-
D.
Pedro Domingos
Pedro Domingos is a prominent computer scientist and machine learning researcher known for his influential work on data mining, probabilistic modeling, and the popular science book "The Master Algorithm."
-
E.
Wolfram Burgard
Wolfram Burgard is a German computer scientist and roboticist known for his influential work in probabilistic robotics, autonomous navigation, and artificial intelligence.
- 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: Judea Pearl Triple: [Benjamin Franklin Medal in Computer and Cognitive Science, notableRecipient, Judea Pearl]
Generated description
Judea Pearl is a pioneering computer scientist and philosopher best known for his foundational work on probabilistic reasoning, Bayesian networks, and causal inference in artificial intelligence.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Judea Pearl Target entity description: Judea Pearl is a pioneering computer scientist and philosopher best known for his foundational work on probabilistic reasoning, Bayesian networks, and causal inference in artificial intelligence.
-
A.
Andrew B. Moore
Andrew B. Moore was an American politician who served as governor of Alabama in the years leading up to and during the early part of the Civil War.
-
B.
Dennis Michie
Dennis Michie was a U.S. Army officer and early football coach at West Point who is honored as the namesake of the United States Military Academy’s Michie Stadium.
-
C.
Daphne Koller
Daphne Koller is a computer scientist and entrepreneur best known as the co-founder of the online education platform Coursera and for her influential work in probabilistic graphical models and machine learning.
-
D.
Pedro Domingos
Pedro Domingos is a prominent computer scientist and machine learning researcher known for his influential work on data mining, probabilistic modeling, and the popular science book "The Master Algorithm."
-
E.
Wolfram Burgard
Wolfram Burgard is a German computer scientist and roboticist known for his influential work in probabilistic robotics, autonomous navigation, and artificial intelligence.
- 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_69b3454ea8f48190a49c2436624d6ef6 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b3524154dc81908532cdf997dcb802 |
completed | March 12, 2026, 11:54 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5e51c87908190a561513ec64a2d72 |
completed | March 14, 2026, 10:45 p.m. |
| NEDg | Description generation | batch_69b5e72525248190bfe813f61355c19c |
completed | March 14, 2026, 10:54 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5e78e07388190b40e6d9817c44c9e |
completed | March 14, 2026, 10:56 p.m. |
Created at: March 12, 2026, 11:18 p.m.