Triple
T22819711
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | AdaGrad |
E565192
|
entity |
| Predicate | proposedBy |
P32
|
FINISHED |
| Object |
Yoram Singer
Yoram Singer is a computer scientist and machine learning researcher known for his influential work on online learning algorithms and optimization methods, including co-developing the AdaGrad algorithm.
|
E1555011
|
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: Yoram Singer | Statement: [AdaGrad, proposedBy, Yoram Singer]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Yoram Singer Context triple: [AdaGrad, proposedBy, Yoram Singer]
-
A.
Yoav Kutner
Yoav Kutner is a technology entrepreneur best known as a co-founder of the Magento e-commerce platform and later founder of Varien Inc.
-
B.
Shuki Levy
Shuki Levy is an Israeli-American composer, producer, and television writer best known for his prolific work on children’s action series and their iconic theme music.
-
C.
Nir Bergman
Nir Bergman is an Israeli film and television director and screenwriter known for his influential work in character-driven dramas.
-
D.
Igal Naor
Igal Naor is an Israeli actor best known internationally for his portrayals of Middle Eastern political and military figures in film and television.
-
E.
Yoram Barzel
Yoram Barzel is an economist known for his influential work in property rights theory and transaction cost economics within the new institutional economics tradition.
- 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: Yoram Singer Triple: [AdaGrad, proposedBy, Yoram Singer]
Generated description
Yoram Singer is a computer scientist and machine learning researcher known for his influential work on online learning algorithms and optimization methods, including co-developing the AdaGrad algorithm.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Yoram Singer Target entity description: Yoram Singer is a computer scientist and machine learning researcher known for his influential work on online learning algorithms and optimization methods, including co-developing the AdaGrad algorithm.
-
A.
Yoav Kutner
Yoav Kutner is a technology entrepreneur best known as a co-founder of the Magento e-commerce platform and later founder of Varien Inc.
-
B.
Shuki Levy
Shuki Levy is an Israeli-American composer, producer, and television writer best known for his prolific work on children’s action series and their iconic theme music.
-
C.
Nir Bergman
Nir Bergman is an Israeli film and television director and screenwriter known for his influential work in character-driven dramas.
-
D.
Igal Naor
Igal Naor is an Israeli actor best known internationally for his portrayals of Middle Eastern political and military figures in film and television.
-
E.
Yoram Barzel
Yoram Barzel is an economist known for his influential work in property rights theory and transaction cost economics within the new institutional economics tradition.
- 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_69e2458426188190b58b8ab4844fe420 |
completed | April 17, 2026, 2:36 p.m. |
| NER | Named-entity recognition | batch_69f17dcf39a88190bec26affc304236d |
completed | April 29, 2026, 3:41 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0b9ea869348190b4c8edc9f8b5dbc3 |
completed | May 18, 2026, 11:20 p.m. |
| NEDg | Description generation | batch_6a0b9f9c46988190baeb6f4e1ec2a419 |
completed | May 18, 2026, 11:24 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0ba068def08190b22058cf5bd76b4f |
completed | May 18, 2026, 11:27 p.m. |
Created at: April 17, 2026, 3:33 p.m.