Triple

T11171626
Position Surface form Disambiguated ID Type / Status
Subject In with the Devil: A Fallen Hero, a Serial Killer, and a Dangerous Bargain for Redemption E264286 entity
Predicate author P4 FINISHED
Object Hillel Levin
Hillel Levin is an American journalist and author known for his work in true crime and investigative nonfiction.
E1005263 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: Hillel Levin | Statement: [In with the Devil: A Fallen Hero, a Serial Killer, and a Dangerous Bargain for Redemption, author, Hillel Levin]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hillel Levin
Context triple: [In with the Devil: A Fallen Hero, a Serial Killer, and a Dangerous Bargain for Redemption, author, Hillel Levin]
  • A. Moses Hillkowitz
    Moses Hillkowitz, better known as Morris Hillquit, was a prominent American socialist leader, labor lawyer, and co-founder of the Socialist Party of America in the early 20th century.
  • B. Saul Levin
    Saul Levin is an American physician and health policy leader best known for serving as CEO and Medical Director of the American Psychiatric Association.
  • C. Fredric G. Levin
    Fredric G. Levin was a prominent American trial lawyer and philanthropist known for his success in high-stakes personal injury and tobacco litigation.
  • D. Saul Lieberman
    Saul Lieberman was a prominent 20th-century Talmudic scholar and philologist renowned for his critical editions and studies of rabbinic literature and its Greco-Roman context.
  • E. Hillel Steiner
    Hillel Steiner is a political philosopher known for his work on rights, justice, and libertarianism within the analytic 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: Hillel Levin
Triple: [In with the Devil: A Fallen Hero, a Serial Killer, and a Dangerous Bargain for Redemption, author, Hillel Levin]
Generated description
Hillel Levin is an American journalist and author known for his work in true crime and investigative nonfiction.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hillel Levin
Target entity description: Hillel Levin is an American journalist and author known for his work in true crime and investigative nonfiction.
  • A. Moses Hillkowitz
    Moses Hillkowitz, better known as Morris Hillquit, was a prominent American socialist leader, labor lawyer, and co-founder of the Socialist Party of America in the early 20th century.
  • B. Saul Levin
    Saul Levin is an American physician and health policy leader best known for serving as CEO and Medical Director of the American Psychiatric Association.
  • C. Fredric G. Levin
    Fredric G. Levin was a prominent American trial lawyer and philanthropist known for his success in high-stakes personal injury and tobacco litigation.
  • D. Saul Lieberman
    Saul Lieberman was a prominent 20th-century Talmudic scholar and philologist renowned for his critical editions and studies of rabbinic literature and its Greco-Roman context.
  • E. Hillel Steiner
    Hillel Steiner is a political philosopher known for his work on rights, justice, and libertarianism within the analytic 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_69d6aa9dafac8190bd90d2c74f661aa7 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e89660208190b1d9e91529f5d246 completed April 9, 2026, 5:57 p.m.
NED1 Entity disambiguation (via context triple) batch_69f68e99c2608190b923ca8a9178fea2 completed May 2, 2026, 11:54 p.m.
NEDg Description generation batch_69f69061011c81908cb045925cfefdd7 completed May 3, 2026, 12:01 a.m.
NED2 Entity disambiguation (via description) batch_69f69138b40881909e9c74d6d922e1f3 completed May 3, 2026, 12:05 a.m.
Created at: April 8, 2026, 9:29 p.m.