Triple

T3773626
Position Surface form Disambiguated ID Type / Status
Subject Goldman Sachs E83254 entity
Predicate foundedBy P104 FINISHED
Object Samuel Sachs
Samuel Sachs was an American investment banker whose partnership helped transform Goldman Sachs into a leading global financial institution in the late 19th and early 20th centuries.
E387201 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: Samuel Sachs | Statement: [Goldman Sachs, foundedBy, Samuel Sachs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Samuel Sachs
Context triple: [Goldman Sachs, foundedBy, Samuel Sachs]
  • A. Samuel Baum
    Samuel Baum is a television writer and producer best known for creating the crime drama series "Lie to Me."
  • B. Samuel Cohen
    Samuel Cohen, better known as Sammy Cahn, was an American lyricist renowned for his Academy Award–winning songs and collaborations with artists like Frank Sinatra.
  • C. Samuel Ehrlich
    Samuel Ehrlich is an individual notable enough to be recognized as a prominent bearer of the surname Ehrlich.
  • D. Arthur Sheekman
    Arthur Sheekman was an American screenwriter and humorist best known for his work on Marx Brothers films and other Hollywood comedies during the 1930s and 1940s.
  • E. Louis Bamberger
    Louis Bamberger was an American businessman and philanthropist best known for using his fortune from a successful Newark department store to help establish the Institute for Advanced Study in Princeton.
  • 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: Samuel Sachs
Triple: [Goldman Sachs, foundedBy, Samuel Sachs]
Generated description
Samuel Sachs was an American investment banker whose partnership helped transform Goldman Sachs into a leading global financial institution in the late 19th and early 20th centuries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Samuel Sachs
Target entity description: Samuel Sachs was an American investment banker whose partnership helped transform Goldman Sachs into a leading global financial institution in the late 19th and early 20th centuries.
  • A. Samuel Baum
    Samuel Baum is a television writer and producer best known for creating the crime drama series "Lie to Me."
  • B. Samuel Cohen
    Samuel Cohen, better known as Sammy Cahn, was an American lyricist renowned for his Academy Award–winning songs and collaborations with artists like Frank Sinatra.
  • C. Samuel Ehrlich
    Samuel Ehrlich is an individual notable enough to be recognized as a prominent bearer of the surname Ehrlich.
  • D. Arthur Sheekman
    Arthur Sheekman was an American screenwriter and humorist best known for his work on Marx Brothers films and other Hollywood comedies during the 1930s and 1940s.
  • E. Louis Bamberger
    Louis Bamberger was an American businessman and philanthropist best known for using his fortune from a successful Newark department store to help establish the Institute for Advanced Study in Princeton.
  • 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_69ad8b235e608190b5a2b1d1bfcef50b completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69adcc57c9e48190a0f254e47348bf32 completed March 8, 2026, 7:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4e52ebd988190b6e3a7d8069b74be completed March 14, 2026, 4:33 a.m.
NEDg Description generation batch_69b4e64663b881908469456b15bc2687 completed March 14, 2026, 4:38 a.m.
NED2 Entity disambiguation (via description) batch_69b4ea0de7708190abe4be1c8af3cd71 completed March 14, 2026, 4:54 a.m.
Created at: March 8, 2026, 3:36 p.m.