Triple

T23450041
Position Surface form Disambiguated ID Type / Status
Subject Ralph Ginzburg E567752 entity
Predicate spouse P13 FINISHED
Object Shoshana Ginzburg
Shoshana Ginzburg is known as the wife of American publisher and free-speech advocate Ralph Ginzburg.
 E1585126 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: Shoshana Ginzburg | Statement: [Ralph Ginzburg, spouse, Shoshana Ginzburg]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Shoshana Ginzburg
Context triple: [Ralph Ginzburg, spouse, Shoshana Ginzburg]
  • A. Mirra Ginzburg
    Mirra Ginzburg was a Russian-born American translator and editor best known for bringing major works of Russian and Soviet literature, including children’s books, to English-speaking audiences.
  • B. Lydia Ginzburg
    Lydia Ginzburg was a prominent Russian literary critic and scholar known for her influential work on the psychology of literary creation and the genre of the literary diary.
  • C. Mila Pfefferberg
    Mila Pfefferberg was a Holocaust survivor known for her and her husband Leopold Page’s role in preserving and sharing the story of Oskar Schindler and the Jews he saved.
  • D. Lyubov Sobol
    Lyubov Sobol is a prominent Russian opposition politician, lawyer, and anti-corruption activist closely associated with Alexei Navalny’s movement.
  • E. Zalman Ginzburg
    Zalman Ginzburg is a personal name associated with the surname Ginzburg, borne by at least one notable individual.
  • 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: Shoshana Ginzburg
Triple: [Ralph Ginzburg, spouse, Shoshana Ginzburg]
Generated description
Shoshana Ginzburg is known as the wife of American publisher and free-speech advocate Ralph Ginzburg.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Shoshana Ginzburg
Target entity description: Shoshana Ginzburg is known as the wife of American publisher and free-speech advocate Ralph Ginzburg.
  • A. Mirra Ginzburg
    Mirra Ginzburg was a Russian-born American translator and editor best known for bringing major works of Russian and Soviet literature, including children’s books, to English-speaking audiences.
  • B. Lydia Ginzburg
    Lydia Ginzburg was a prominent Russian literary critic and scholar known for her influential work on the psychology of literary creation and the genre of the literary diary.
  • C. Mila Pfefferberg
    Mila Pfefferberg was a Holocaust survivor known for her and her husband Leopold Page’s role in preserving and sharing the story of Oskar Schindler and the Jews he saved.
  • D. Lyubov Sobol
    Lyubov Sobol is a prominent Russian opposition politician, lawyer, and anti-corruption activist closely associated with Alexei Navalny’s movement.
  • E. Zalman Ginzburg
    Zalman Ginzburg is a personal name associated with the surname Ginzburg, borne by at least one notable individual.
  • 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_69e2458b4c888190b1d7998f9862a558 completed April 17, 2026, 2:36 p.m.
NER Named-entity recognition batch_69f1a64c1ee081908ba3adf5ce80d6a5 completed April 29, 2026, 6:33 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c67bb72588190b6ba67c57b912f30 completed May 19, 2026, 1:38 p.m.
NEDg Description generation batch_6a0c7218a358819082d8b19b57b61013 completed May 19, 2026, 2:22 p.m.
NED2 Entity disambiguation (via description) batch_6a0c76f0f4bc81909912d2196e969cf1 completed May 19, 2026, 2:42 p.m.
Created at: April 17, 2026, 5:52 p.m.