Triple
T17386158
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shannon Award |
E422691
|
entity |
| Predicate | hasRecipient |
P108
|
FINISHED |
| Object |
Toby Berger
Toby Berger was a prominent American information theorist and electrical engineer known for his influential contributions to source coding, data compression, and communication theory.
|
E1266003
|
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: Toby Berger | Statement: [Shannon Award, hasRecipient, Toby Berger]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Toby Berger Context triple: [Shannon Award, hasRecipient, Toby Berger]
-
A.
Andrew A. Benson
Andrew A. Benson was an American biochemist best known for his key role in elucidating the carbon fixation pathway in photosynthesis, work closely associated with the Calvin–Benson cycle.
-
B.
John Boettiger
John Boettiger was an American journalist and newspaper publisher best known as the second husband of Anna Roosevelt, daughter of President Franklin D. Roosevelt.
-
C.
John Beeman
John Beeman was an early Texas settler associated with the pioneering families connected to John Neely Bryan, the founder of Dallas.
-
D.
Stanley Bleifeld
Stanley Bleifeld was an American sculptor known for his figurative bronze works and prominent public monuments, including major pieces for the United States Navy Memorial in Washington, D.C.
-
E.
Kevin Bewersdorf
Kevin Bewersdorf is an American artist, musician, and actor associated with the early mumblecore film movement and known for his work in experimental cinema and internet art.
- 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: Toby Berger Triple: [Shannon Award, hasRecipient, Toby Berger]
Generated description
Toby Berger was a prominent American information theorist and electrical engineer known for his influential contributions to source coding, data compression, and communication theory.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Toby Berger Target entity description: Toby Berger was a prominent American information theorist and electrical engineer known for his influential contributions to source coding, data compression, and communication theory.
-
A.
Andrew A. Benson
Andrew A. Benson was an American biochemist best known for his key role in elucidating the carbon fixation pathway in photosynthesis, work closely associated with the Calvin–Benson cycle.
-
B.
John Boettiger
John Boettiger was an American journalist and newspaper publisher best known as the second husband of Anna Roosevelt, daughter of President Franklin D. Roosevelt.
-
C.
John Beeman
John Beeman was an early Texas settler associated with the pioneering families connected to John Neely Bryan, the founder of Dallas.
-
D.
Stanley Bleifeld
Stanley Bleifeld was an American sculptor known for his figurative bronze works and prominent public monuments, including major pieces for the United States Navy Memorial in Washington, D.C.
-
E.
Kevin Bewersdorf
Kevin Bewersdorf is an American artist, musician, and actor associated with the early mumblecore film movement and known for his work in experimental cinema and internet art.
- 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_69d889d710288190bf0f4762801fefae |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e43a89c5008190a277a68e5cfe67b7 |
completed | April 19, 2026, 2:14 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a019ff95e7c81909564abc3fe319611 |
completed | May 11, 2026, 9:23 a.m. |
| NEDg | Description generation | batch_6a01a0c2f1108190b3cdabdcd3da7253 |
completed | May 11, 2026, 9:26 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a01a14aeab881908abf4ec28164ba84 |
completed | May 11, 2026, 9:28 a.m. |
Created at: April 10, 2026, 5:45 a.m.