Triple
T20758230
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Albert Schatz |
E510903
|
entity |
| Predicate | coDiscoveredWith |
P5336
|
FINISHED |
| Object |
Elizabeth Bugie
Elizabeth Bugie was an American microbiologist who played a key role in the discovery of the antibiotic streptomycin alongside Albert Schatz and Selman Waksman.
|
E1447936
|
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: Elizabeth Bugie | Statement: [Albert Schatz, coDiscoveredWith, Elizabeth Bugie]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Elizabeth Bugie Context triple: [Albert Schatz, coDiscoveredWith, Elizabeth Bugie]
-
A.
Elizabeth Roboz
Elizabeth Roboz was a Hungarian-American neurobiologist and biochemist known for her research on brain chemistry and her marriage to Hans Albert Einstein, the son of Albert Einstein.
-
B.
Juliana Harkavy
Juliana Harkavy is an American actress best known for playing Dinah Drake/Black Canary on the television series "Arrow" within the Arrowverse.
-
C.
Elizabeth Natalie Schram
Elizabeth Natalie Schram, known professionally as Bitty Schram, is an American actress best known for her role as Sharona Fleming on the television series "Monk."
-
D.
Michelle Zatlyn
Michelle Zatlyn is a Canadian entrepreneur and co-founder of Cloudflare, a major internet security and performance company, where she has served in key leadership roles helping to scale it globally.
-
E.
Jenny Bicks
Jenny Bicks is an American television and film writer and producer known for her work on series like "Sex and the City" and "The Big C" as well as feature films.
- 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: Elizabeth Bugie Triple: [Albert Schatz, coDiscoveredWith, Elizabeth Bugie]
Generated description
Elizabeth Bugie was an American microbiologist who played a key role in the discovery of the antibiotic streptomycin alongside Albert Schatz and Selman Waksman.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Elizabeth Bugie Target entity description: Elizabeth Bugie was an American microbiologist who played a key role in the discovery of the antibiotic streptomycin alongside Albert Schatz and Selman Waksman.
-
A.
Elizabeth Roboz
Elizabeth Roboz was a Hungarian-American neurobiologist and biochemist known for her research on brain chemistry and her marriage to Hans Albert Einstein, the son of Albert Einstein.
-
B.
Juliana Harkavy
Juliana Harkavy is an American actress best known for playing Dinah Drake/Black Canary on the television series "Arrow" within the Arrowverse.
-
C.
Elizabeth Natalie Schram
Elizabeth Natalie Schram, known professionally as Bitty Schram, is an American actress best known for her role as Sharona Fleming on the television series "Monk."
-
D.
Michelle Zatlyn
Michelle Zatlyn is a Canadian entrepreneur and co-founder of Cloudflare, a major internet security and performance company, where she has served in key leadership roles helping to scale it globally.
-
E.
Jenny Bicks
Jenny Bicks is an American television and film writer and producer known for her work on series like "Sex and the City" and "The Big C" as well as feature films.
- 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_69e0b4c909ec8190b05987f1639513f6 |
completed | April 16, 2026, 10:07 a.m. |
| NER | Named-entity recognition | batch_69e6c2464fb08190b6b141ca12d9f3f4 |
completed | April 21, 2026, 12:18 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a08e84cc14c8190a3a90116a657af27 |
completed | May 16, 2026, 9:57 p.m. |
| NEDg | Description generation | batch_6a08e90ba0188190a4e744a79962bf2e |
completed | May 16, 2026, 10 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a08e9799dbc8190b91f7c0ba0e1cfaf |
completed | May 16, 2026, 10:02 p.m. |
Created at: April 16, 2026, 12:35 p.m.