Triple
T10038324
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chernoff information |
E205228
|
entity |
| Predicate | namedAfter |
P63
|
FINISHED |
| Object |
Herman Chernoff
Herman Chernoff is an American applied mathematician and statistician known for his influential contributions to statistical decision theory, large deviations, and the development of Chernoff bounds and Chernoff faces.
|
E837387
|
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: Herman Chernoff | Statement: [Chernoff information, namedAfter, Herman Chernoff]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Herman Chernoff Context triple: [Chernoff information, namedAfter, Herman Chernoff]
-
A.
Harold K. Guinzburg
Harold K. Guinzburg was an American publisher best known as a co-founder and early leader of the influential publishing house Viking Press.
-
B.
Sheldon Resnick
Sheldon Resnick is an individual notable enough to be recognized as a bearer of the Resnick surname, though specific widely known public details about him are not readily available.
-
C.
Kenneth Karlin
Kenneth Karlin is a Danish record producer and songwriter best known as one half of the R&B and pop production duo Soulshock & Karlin, who have crafted hits for numerous major international artists.
-
D.
Sidney B. Kramer
Sidney B. Kramer was an American publisher best known as a co-founder of the mass-market paperback company Bantam Books.
-
E.
Irving Zisman
Irving Zisman is a raunchy, foul-mouthed elderly prankster character from the "Jackass" franchise, best known for his outrageous hidden-camera antics in the film "Jackass Presents: Bad Grandpa."
- 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: Herman Chernoff Triple: [Chernoff information, namedAfter, Herman Chernoff]
Generated description
Herman Chernoff is an American applied mathematician and statistician known for his influential contributions to statistical decision theory, large deviations, and the development of Chernoff bounds and Chernoff faces.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Herman Chernoff Target entity description: Herman Chernoff is an American applied mathematician and statistician known for his influential contributions to statistical decision theory, large deviations, and the development of Chernoff bounds and Chernoff faces.
-
A.
Harold K. Guinzburg
Harold K. Guinzburg was an American publisher best known as a co-founder and early leader of the influential publishing house Viking Press.
-
B.
Sheldon Resnick
Sheldon Resnick is an individual notable enough to be recognized as a bearer of the Resnick surname, though specific widely known public details about him are not readily available.
-
C.
Kenneth Karlin
Kenneth Karlin is a Danish record producer and songwriter best known as one half of the R&B and pop production duo Soulshock & Karlin, who have crafted hits for numerous major international artists.
-
D.
Sidney B. Kramer
Sidney B. Kramer was an American publisher best known as a co-founder of the mass-market paperback company Bantam Books.
-
E.
Irving Zisman
Irving Zisman is a raunchy, foul-mouthed elderly prankster character from the "Jackass" franchise, best known for his outrageous hidden-camera antics in the film "Jackass Presents: Bad Grandpa."
- 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_69ca834f70e88190b2d74828b7767ec1 |
completed | March 30, 2026, 2:06 p.m. |
| NER | Named-entity recognition | batch_69cdcee04afc8190904704d66e23a432 |
completed | April 2, 2026, 2:05 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d282608d688190832c37442f53099a |
completed | April 5, 2026, 3:40 p.m. |
| NEDg | Description generation | batch_69d2840bb2e881908a7e7a40229769e0 |
completed | April 5, 2026, 3:47 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d2847c9bb881908a6330dfe2c2c1a4 |
completed | April 5, 2026, 3:49 p.m. |
Created at: March 30, 2026, 8:55 p.m.