Triple

T12852828
Position Surface form Disambiguated ID Type / Status
Subject Reuben Hersh E307366 entity
Predicate coAuthor P398 FINISHED
Object Vera John-Steiner
Vera John-Steiner was a Hungarian-American psychologist and educator known for her influential work on creativity, collaboration, and the sociocultural foundations of learning.
E1007447 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: Vera John-Steiner | Statement: [Reuben Hersh, coAuthor, Vera John-Steiner]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Vera John-Steiner
Context triple: [Reuben Hersh, coAuthor, Vera John-Steiner]
  • A. Geraldine Freund
    Geraldine Freund is known primarily as the daughter of influential cinematographer and director Karl Freund.
  • B. Patricia Fruen
    Patricia Fruen is an actress known for her role in the film "Way Down East."
  • C. Anne J. Verbiscer
    Anne J. Verbiscer is an American planetary scientist known for her research on Saturn’s moons and rings, including the discovery of the vast Phoebe ring.
  • D. Judith Reeves-Stevens
    Judith Reeves-Stevens is a science fiction author and screenwriter best known for her collaborative work on Star Trek novels and television with her husband Garfield Reeves-Stevens.
  • E. Wendy Steiner
    Wendy Steiner is an American literary critic and scholar known for her influential work on aesthetics, modernism, and the relationship between visual art and literature.
  • 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: Vera John-Steiner
Triple: [Reuben Hersh, coAuthor, Vera John-Steiner]
Generated description
Vera John-Steiner was a Hungarian-American psychologist and educator known for her influential work on creativity, collaboration, and the sociocultural foundations of learning.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Vera John-Steiner
Target entity description: Vera John-Steiner was a Hungarian-American psychologist and educator known for her influential work on creativity, collaboration, and the sociocultural foundations of learning.
  • A. Geraldine Freund
    Geraldine Freund is known primarily as the daughter of influential cinematographer and director Karl Freund.
  • B. Patricia Fruen
    Patricia Fruen is an actress known for her role in the film "Way Down East."
  • C. Anne J. Verbiscer
    Anne J. Verbiscer is an American planetary scientist known for her research on Saturn’s moons and rings, including the discovery of the vast Phoebe ring.
  • D. Judith Reeves-Stevens
    Judith Reeves-Stevens is a science fiction author and screenwriter best known for her collaborative work on Star Trek novels and television with her husband Garfield Reeves-Stevens.
  • E. Wendy Steiner
    Wendy Steiner is an American literary critic and scholar known for her influential work on aesthetics, modernism, and the relationship between visual art and literature.
  • 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_69d7bdf5e7cc8190be357278bc5ba3bb completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d97021df7481909cd42a0f72040aa5 completed April 10, 2026, 9:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69f69ba79918819093e047ce22191923 completed May 3, 2026, 12:49 a.m.
NEDg Description generation batch_69f69c8469548190b05d8fa010e0ca13 completed May 3, 2026, 12:53 a.m.
NED2 Entity disambiguation (via description) batch_69f69d4ef7988190890f8a62280aa673 completed May 3, 2026, 12:56 a.m.
Created at: April 9, 2026, 5:36 p.m.