Triple

T1888774
Position Surface form Disambiguated ID Type / Status
Subject Goldberg E41820 entity
Predicate hasNotableBearer P458 FINISHED
Object Isaac Goldberg
Isaac Goldberg was an American author, critic, and translator known for his works on literature, music, and Latin American culture in the early 20th century.
 E275779 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: Isaac Goldberg | Statement: [Goldberg, hasNotableBearer, Isaac Goldberg]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Isaac Goldberg
Context triple: [Goldberg, hasNotableBearer, Isaac Goldberg]
  • A. Isaac Horowitz
    Isaac Horowitz was a prominent control theorist and engineer known for his influential contributions to feedback control system design and robust control theory.
  • B. Frank Goldberg
    Frank Goldberg is a businessman best known for owning the former American Basketball Association team the San Diego Sails.
  • C. Isaac Wolfson
    Isaac Wolfson was a British businessman and philanthropist best known for building the Great Universal Stores retail empire and for his extensive charitable contributions to education and science.
  • D. Art Goldberg
    Art Goldberg was a prominent activist and organizer associated with the 1960s Free Speech Movement at the University of California, Berkeley.
  • E. Johnny Goldstein
    Johnny Goldstein is an Israeli music producer and songwriter known for his work on international pop and hip-hop tracks.
  • 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: Isaac Goldberg
Triple: [Goldberg, hasNotableBearer, Isaac Goldberg]
Generated description
Isaac Goldberg was an American author, critic, and translator known for his works on literature, music, and Latin American culture in the early 20th century.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Isaac Goldberg
Target entity description: Isaac Goldberg was an American author, critic, and translator known for his works on literature, music, and Latin American culture in the early 20th century.
  • A. Isaac Horowitz
    Isaac Horowitz was a prominent control theorist and engineer known for his influential contributions to feedback control system design and robust control theory.
  • B. Frank Goldberg
    Frank Goldberg is a businessman best known for owning the former American Basketball Association team the San Diego Sails.
  • C. Isaac Wolfson
    Isaac Wolfson was a British businessman and philanthropist best known for building the Great Universal Stores retail empire and for his extensive charitable contributions to education and science.
  • D. Art Goldberg
    Art Goldberg was a prominent activist and organizer associated with the 1960s Free Speech Movement at the University of California, Berkeley.
  • E. Johnny Goldstein
    Johnny Goldstein is an Israeli music producer and songwriter known for his work on international pop and hip-hop tracks.
  • 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_69a8864b6de0819098d089f6a1b910a7 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69abb12382b481908cd26b56f8558226 completed March 7, 2026, 5:01 a.m.
NED1 Entity disambiguation (via context triple) batch_69af2b4b974081908da05bc63f923215 completed March 9, 2026, 8:19 p.m.
NEDg Description generation batch_69af508c28f48190afc4aa1bc3c9adf3 completed March 9, 2026, 10:58 p.m.
NED2 Entity disambiguation (via description) batch_69af5155f85081908dd4a1859d0f7907 completed March 9, 2026, 11:01 p.m.
Created at: March 4, 2026, 7:34 p.m.