Triple

T19478781
Position Surface form Disambiguated ID Type / Status
Subject John Vogelstein E487321 entity
Predicate spouse P13 FINISHED
Object Barbara Vogelstein
Barbara Vogelstein is known primarily as the wife of American financier and philanthropist John Vogelstein.
 E1460283 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: Barbara Vogelstein | Statement: [John Vogelstein, spouse, Barbara Vogelstein]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Barbara Vogelstein
Context triple: [John Vogelstein, spouse, Barbara Vogelstein]
  • A. Barbara Schneeweiss
    Barbara Schneeweiss is a television producer best known for helping develop the fashion design competition series "Project Runway."
  • B. Barbara Fuchs
    Barbara Fuchs is a literary scholar known for her work on early modern Spanish and English literature, translation, and cultural exchange.
  • C. 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.
  • D. Virginia Lozowick
    Virginia Lozowick was the wife of American Precisionist artist and printmaker Louis Lozowick.
  • E. Barbara Siegel
    Barbara Siegel is an American author best known for co-writing numerous science fiction and fantasy novels and game-related books, often in collaboration with her husband Scott Siegel.
  • 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: Barbara Vogelstein
Triple: [John Vogelstein, spouse, Barbara Vogelstein]
Generated description
Barbara Vogelstein is known primarily as the wife of American financier and philanthropist John Vogelstein.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Barbara Vogelstein
Target entity description: Barbara Vogelstein is known primarily as the wife of American financier and philanthropist John Vogelstein.
  • A. Barbara Schneeweiss
    Barbara Schneeweiss is a television producer best known for helping develop the fashion design competition series "Project Runway."
  • B. Barbara Fuchs
    Barbara Fuchs is a literary scholar known for her work on early modern Spanish and English literature, translation, and cultural exchange.
  • C. 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.
  • D. Virginia Lozowick
    Virginia Lozowick was the wife of American Precisionist artist and printmaker Louis Lozowick.
  • E. Barbara Siegel
    Barbara Siegel is an American author best known for co-writing numerous science fiction and fantasy novels and game-related books, often in collaboration with her husband Scott Siegel.
  • 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_69d8e8d924388190b847cb15bb3d0aff completed April 10, 2026, 12:11 p.m.
NER Named-entity recognition batch_69e63437b9748190a8fc6bf6b3d90918 completed April 20, 2026, 2:12 p.m.
NED1 Entity disambiguation (via context triple) batch_6a092f9b9cfc819083537d00a635b8e5 completed May 17, 2026, 3:01 a.m.
NEDg Description generation batch_6a0930e11bd08190802e33af979ed5b4 completed May 17, 2026, 3:07 a.m.
NED2 Entity disambiguation (via description) batch_6a09316371e08190af8cb6c05b21f433 completed May 17, 2026, 3:09 a.m.
Created at: April 10, 2026, 1:39 p.m.