Triple

T21663441
Position Surface form Disambiguated ID Type / Status
Subject George Steiner E534648 entity
Predicate spouse P13 FINISHED
Object Zara Shakow Steiner
Zara Shakow Steiner is a scholar and historian best known as the wife of literary critic George Steiner.
E1495725 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: Zara Shakow Steiner | Statement: [George Steiner, spouse, Zara Shakow Steiner]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Zara Shakow Steiner
Context triple: [George Steiner, spouse, Zara Shakow Steiner]
  • A. Elizabeth Zimmerman
    Elizabeth Zimmerman is a Filipina former flight attendant best known as the ex-wife of former Philippine president Rodrigo Duterte and the mother of several of his children.
  • B. Emma Steiner
    Emma Steiner is a fictional character known as the sister of Rudy Steiner in Markus Zusak's novel "The Book Thief."
  • C. Shana Stein
    Shana Stein is a television producer best known for her executive production work on the crime drama series "Power Book II: Ghost."
  • D. Annmarie Steiner
    Annmarie Steiner is a fictional character in Markus Zusak's novel "The Book Thief," known as the sister of Rudy Steiner.
  • E. Barbara Steiner
    Barbara Steiner is a fictional character in Markus Zusak's novel "The Book Thief," known as the hardworking and often strict mother of Rudy Steiner in Nazi Germany.
  • 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: Zara Shakow Steiner
Triple: [George Steiner, spouse, Zara Shakow Steiner]
Generated description
Zara Shakow Steiner is a scholar and historian best known as the wife of literary critic George Steiner.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Zara Shakow Steiner
Target entity description: Zara Shakow Steiner is a scholar and historian best known as the wife of literary critic George Steiner.
  • A. Elizabeth Zimmerman
    Elizabeth Zimmerman is a Filipina former flight attendant best known as the ex-wife of former Philippine president Rodrigo Duterte and the mother of several of his children.
  • B. Emma Steiner
    Emma Steiner is a fictional character known as the sister of Rudy Steiner in Markus Zusak's novel "The Book Thief."
  • C. Shana Stein
    Shana Stein is a television producer best known for her executive production work on the crime drama series "Power Book II: Ghost."
  • D. Annmarie Steiner
    Annmarie Steiner is a fictional character in Markus Zusak's novel "The Book Thief," known as the sister of Rudy Steiner.
  • E. Barbara Steiner
    Barbara Steiner is a fictional character in Markus Zusak's novel "The Book Thief," known as the hardworking and often strict mother of Rudy Steiner in Nazi Germany.
  • 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_69e0c467e1f48190af2650b19175abc4 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69ef6c0956e0819093b4794418efe052 completed April 27, 2026, 2 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a159e783081908b025a92bfa658c9 completed May 17, 2026, 7:23 p.m.
NEDg Description generation batch_6a0a16c278188190855335930666cede completed May 17, 2026, 7:28 p.m.
NED2 Entity disambiguation (via description) batch_6a0a17a2c81481908e229ea58e61843e completed May 17, 2026, 7:31 p.m.
Created at: April 16, 2026, 6:36 p.m.