Triple

T4567242
Position Surface form Disambiguated ID Type / Status
Subject Steinberg E121938 entity
Predicate hasNotableBearer P458 FINISHED
Object Joseph Steinberg
Joseph Steinberg is a cybersecurity expert and author known for his work on information security, privacy, and emerging technologies.
E526054 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: Joseph Steinberg | Statement: [Steinberg, hasNotableBearer, Joseph Steinberg]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Joseph Steinberg
Context triple: [Steinberg, hasNotableBearer, Joseph Steinberg]
  • A. Gil Goldschein
    Gil Goldschein is a television producer and media executive best known for his work on reality TV series, including projects in the Kardashian franchise.
  • B. Louis Bakanowsky
    Louis Bakanowsky was an American architect best known as a founding partner of the influential design firm Cambridge Seven Associates.
  • C. Peretz Hirschbein
    Peretz Hirschbein was a pioneering Yiddish playwright and theater director whose lyrical, often rural-themed dramas helped shape modern Yiddish theater in the early 20th century.
  • D. Avram Finkelstein
    Avram Finkelstein is an American artist, writer, and activist best known as a founding member of the AIDS activist collective Gran Fury and for co-creating the iconic "Silence = Death" poster.
  • E. Victor Finkelstein
    Victor Finkelstein was a pioneering disability rights activist and theorist who helped shape the social model of disability in the United Kingdom.
  • 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: Joseph Steinberg
Triple: [Steinberg, hasNotableBearer, Joseph Steinberg]
Generated description
Joseph Steinberg is a cybersecurity expert and author known for his work on information security, privacy, and emerging technologies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Joseph Steinberg
Target entity description: Joseph Steinberg is a cybersecurity expert and author known for his work on information security, privacy, and emerging technologies.
  • A. Gil Goldschein
    Gil Goldschein is a television producer and media executive best known for his work on reality TV series, including projects in the Kardashian franchise.
  • B. Louis Bakanowsky
    Louis Bakanowsky was an American architect best known as a founding partner of the influential design firm Cambridge Seven Associates.
  • C. Peretz Hirschbein
    Peretz Hirschbein was a pioneering Yiddish playwright and theater director whose lyrical, often rural-themed dramas helped shape modern Yiddish theater in the early 20th century.
  • D. Avram Finkelstein
    Avram Finkelstein is an American artist, writer, and activist best known as a founding member of the AIDS activist collective Gran Fury and for co-creating the iconic "Silence = Death" poster.
  • E. Victor Finkelstein
    Victor Finkelstein was a pioneering disability rights activist and theorist who helped shape the social model of disability in the United Kingdom.
  • 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_69bd463f156881908a99aca69c5721ac completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd589e35808190aa609bb04b128dbe completed March 20, 2026, 2:24 p.m.
NED1 Entity disambiguation (via context triple) batch_69bfabe215f88190bb62c7d6c72c8a5a completed March 22, 2026, 8:44 a.m.
NEDg Description generation batch_69bfacaada688190a58d2a6b36972a45 completed March 22, 2026, 8:47 a.m.
NED2 Entity disambiguation (via description) batch_69bfad9d72908190a3bdf9c973f68b72 completed March 22, 2026, 8:51 a.m.
Created at: March 20, 2026, 1:09 p.m.