Triple

T4567243
Position Surface form Disambiguated ID Type / Status
Subject Steinberg E121938 entity
Predicate hasNotableBearer P458 FINISHED
Object Herb Steinberg
Herb Steinberg is an individual notable enough to be recognized as a prominent bearer of the surname Steinberg, though specific widely known public details about his life or work are not clearly documented.
 E526156 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: Herb Steinberg | Statement: [Steinberg, hasNotableBearer, Herb Steinberg]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Herb Steinberg
Context triple: [Steinberg, hasNotableBearer, Herb Steinberg]
  • A. Joseph Steinberg
    Joseph Steinberg is a cybersecurity expert and author known for his work on information security, privacy, and emerging technologies.
  • B. Nevin Steinberg
    Nevin Steinberg is a prominent American theatrical sound designer best known for his acclaimed work on the Broadway musical "Hamilton."
  • C. Stanley Saitowitz
    Stanley Saitowitz is a South African-born American architect known for his minimalist, modernist designs and influential work in contemporary urban architecture.
  • D. Leon Feldhendler
    Leon Feldhendler was a Polish Jewish resistance leader and Holocaust survivor best known for co-organizing the 1943 prisoner uprising at the Sobibor extermination camp.
  • E. Irving Glicksberg
    Irving Glicksberg was an American mathematician known for his contributions to functional analysis and fixed-point theory.
  • 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: Herb Steinberg
Triple: [Steinberg, hasNotableBearer, Herb Steinberg]
Generated description
Herb Steinberg is an individual notable enough to be recognized as a prominent bearer of the surname Steinberg, though specific widely known public details about his life or work are not clearly documented.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Herb Steinberg
Target entity description: Herb Steinberg is an individual notable enough to be recognized as a prominent bearer of the surname Steinberg, though specific widely known public details about his life or work are not clearly documented.
  • A. Joseph Steinberg
    Joseph Steinberg is a cybersecurity expert and author known for his work on information security, privacy, and emerging technologies.
  • B. Nevin Steinberg
    Nevin Steinberg is a prominent American theatrical sound designer best known for his acclaimed work on the Broadway musical "Hamilton."
  • C. Stanley Saitowitz
    Stanley Saitowitz is a South African-born American architect known for his minimalist, modernist designs and influential work in contemporary urban architecture.
  • D. Leon Feldhendler
    Leon Feldhendler was a Polish Jewish resistance leader and Holocaust survivor best known for co-organizing the 1943 prisoner uprising at the Sobibor extermination camp.
  • E. Irving Glicksberg
    Irving Glicksberg was an American mathematician known for his contributions to functional analysis and fixed-point theory.
  • 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_69bfaf26c0e481909f54973d30da3ef4 completed March 22, 2026, 8:58 a.m.
NEDg Description generation batch_69bfafef20008190889d9f90a91314b9 completed March 22, 2026, 9:01 a.m.
NED2 Entity disambiguation (via description) batch_69bfb037ea9c819094e14419ec060018 completed March 22, 2026, 9:02 a.m.
Created at: March 20, 2026, 1:09 p.m.