Triple

T11902382
Position Surface form Disambiguated ID Type / Status
Subject Lionel Bernstein E283183 entity
Predicate wrote P2831 FINISHED
Object Memory Against Forgetting
Memory Against Forgetting is a memoir by South African anti-apartheid activist Lionel "Rusty" Bernstein, recounting his political struggle and experiences under apartheid.
E953751 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: Memory Against Forgetting | Statement: [Lionel Bernstein, wrote, Memory Against Forgetting]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Memory Against Forgetting
Context triple: [Lionel Bernstein, wrote, Memory Against Forgetting]
  • A. Memory for Forgetfulness
    "Memory for Forgetfulness" is a renowned prose-poetic work by Palestinian writer Mahmoud Darwish that reflects on war, exile, and identity during the Lebanese Civil War.
  • B. Über das Gedächtnis
    Über das Gedächtnis is Hermann Ebbinghaus’s pioneering 1885 work that introduced experimental methods to the study of human memory, including the famous forgetting curve and learning curve.
  • C. Rememory
    "Rememory" is a song by the American post-hardcore band Surf, known for its emotive intensity and dynamic, guitar-driven sound.
  • D. The Memoirs of an Amnesiac
    The Memoirs of an Amnesiac is a witty, self-deprecating autobiographical book by pianist, composer, and humorist Oscar Levant, chronicling his show-business career and struggles with mental health.
  • E. Remember
    Remember is a feminine given name of English origin that was historically used in Puritan communities, often reflecting a virtue or religious sentiment.
  • 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: Memory Against Forgetting
Triple: [Lionel Bernstein, wrote, Memory Against Forgetting]
Generated description
Memory Against Forgetting is a memoir by South African anti-apartheid activist Lionel "Rusty" Bernstein, recounting his political struggle and experiences under apartheid.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Memory Against Forgetting
Target entity description: Memory Against Forgetting is a memoir by South African anti-apartheid activist Lionel "Rusty" Bernstein, recounting his political struggle and experiences under apartheid.
  • A. Memory for Forgetfulness
    "Memory for Forgetfulness" is a renowned prose-poetic work by Palestinian writer Mahmoud Darwish that reflects on war, exile, and identity during the Lebanese Civil War.
  • B. Über das Gedächtnis
    Über das Gedächtnis is Hermann Ebbinghaus’s pioneering 1885 work that introduced experimental methods to the study of human memory, including the famous forgetting curve and learning curve.
  • C. Rememory
    "Rememory" is a song by the American post-hardcore band Surf, known for its emotive intensity and dynamic, guitar-driven sound.
  • D. The Memoirs of an Amnesiac
    The Memoirs of an Amnesiac is a witty, self-deprecating autobiographical book by pianist, composer, and humorist Oscar Levant, chronicling his show-business career and struggles with mental health.
  • E. Remember
    Remember is a feminine given name of English origin that was historically used in Puritan communities, often reflecting a virtue or religious sentiment.
  • 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_69d6ab2c07e88190ba13b0d21fd6cf33 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d8dd1792648190853f15fbf217eebd completed April 10, 2026, 11:20 a.m.
NED1 Entity disambiguation (via context triple) batch_69f4183d29b081908cfbf4d91a365681 completed May 1, 2026, 3:04 a.m.
NEDg Description generation batch_69f41f1d2da0819082f00cf61a6530b6 completed May 1, 2026, 3:33 a.m.
NED2 Entity disambiguation (via description) batch_69f4228a73708190a6d2db321e175921 completed May 1, 2026, 3:48 a.m.
Created at: April 8, 2026, 9:44 p.m.