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.