Triple

T2463825
Position Surface form Disambiguated ID Type / Status
Subject Franz Stangl E55195 entity
Predicate subjectOf P38 FINISHED
Object book "Into That Darkness" by Gitta Sereny
"Into That Darkness" is a non-fiction work by Gitta Sereny that explores the life, motivations, and moral responsibility of Nazi death camp commandant Franz Stangl through extensive interviews and historical investigation.
E268158 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: book "Into That Darkness" by Gitta Sereny | Statement: [Franz Stangl, subjectOf, book "Into That Darkness" by Gitta Sereny]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: book "Into That Darkness" by Gitta Sereny
Context triple: [Franz Stangl, subjectOf, book "Into That Darkness" by Gitta Sereny]
  • A. book "Tuxedo Park" by Jennet Conant
    "Tuxedo Park" by Jennet Conant is a nonfiction book that chronicles the life of financier and scientist Alfred Lee Loomis and his secretive research community that played a pivotal role in American scientific advances before and during World War II.
  • B. book "An American Life: One Man's Road to Watergate"
    "An American Life: One Man's Road to Watergate" is a memoir by Jeb Stuart Magruder recounting his involvement in the Nixon administration and the events leading up to the Watergate scandal.
  • C. book "Bitter Fruit"
    "Bitter Fruit" is a nonfiction book that examines the 1954 CIA-backed coup in Guatemala and the role of the United Fruit Company in shaping U.S. foreign policy and Latin American politics.
  • D. Primo Levi's Auschwitz trilogy
    Primo Levi's Auschwitz trilogy is a collection of three autobiographical works that chronicle his experiences in the Nazi concentration camp and his subsequent journey back to Italy, offering profound reflections on survival, memory, and humanity.
  • E. memoir "Raising Demons"
    "Raising Demons" is Shirley Jackson’s darkly comic memoir that continues her portrayal of chaotic family life and suburban motherhood begun in "Life Among the Savages."
  • 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: book "Into That Darkness" by Gitta Sereny
Triple: [Franz Stangl, subjectOf, book "Into That Darkness" by Gitta Sereny]
Generated description
"Into That Darkness" is a non-fiction work by Gitta Sereny that explores the life, motivations, and moral responsibility of Nazi death camp commandant Franz Stangl through extensive interviews and historical investigation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: book "Into That Darkness" by Gitta Sereny
Target entity description: "Into That Darkness" is a non-fiction work by Gitta Sereny that explores the life, motivations, and moral responsibility of Nazi death camp commandant Franz Stangl through extensive interviews and historical investigation.
  • A. book "Tuxedo Park" by Jennet Conant
    "Tuxedo Park" by Jennet Conant is a nonfiction book that chronicles the life of financier and scientist Alfred Lee Loomis and his secretive research community that played a pivotal role in American scientific advances before and during World War II.
  • B. book "An American Life: One Man's Road to Watergate"
    "An American Life: One Man's Road to Watergate" is a memoir by Jeb Stuart Magruder recounting his involvement in the Nixon administration and the events leading up to the Watergate scandal.
  • C. book "Bitter Fruit"
    "Bitter Fruit" is a nonfiction book that examines the 1954 CIA-backed coup in Guatemala and the role of the United Fruit Company in shaping U.S. foreign policy and Latin American politics.
  • D. Primo Levi's Auschwitz trilogy
    Primo Levi's Auschwitz trilogy is a collection of three autobiographical works that chronicle his experiences in the Nazi concentration camp and his subsequent journey back to Italy, offering profound reflections on survival, memory, and humanity.
  • E. memoir "Raising Demons"
    "Raising Demons" is Shirley Jackson’s darkly comic memoir that continues her portrayal of chaotic family life and suburban motherhood begun in "Life Among the Savages."
  • 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_69ab49e3622c8190ad22afa2c4fbb807 completed March 6, 2026, 9:40 p.m.
NER Named-entity recognition batch_69abd12059788190a6493f64bb725aed completed March 7, 2026, 7:17 a.m.
NED1 Entity disambiguation (via context triple) batch_69aef0d6ed7481909e900f947463d5d8 completed March 9, 2026, 4:09 p.m.
NEDg Description generation batch_69aef186935c81909301659a96e1a4e2 completed March 9, 2026, 4:12 p.m.
NED2 Entity disambiguation (via description) batch_69aef8272668819084626e890a49e1b3 completed March 9, 2026, 4:41 p.m.
Created at: March 6, 2026, 9:44 p.m.