Triple

T19013634
Position Surface form Disambiguated ID Type / Status
Subject Sage Group E465288 entity
Predicate founder P104 FINISHED
Object David Goldman
David Goldman was a British entrepreneur best known for co-founding the accounting software company Sage Group and helping to build it into a global business.
E1371722 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: David Goldman | Statement: [Sage Group, founder, David Goldman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: David Goldman
Context triple: [Sage Group, founder, David Goldman]
  • A. Gary Goldman
    Gary Goldman is an American screenwriter best known for his work on major science fiction and action films, including the 1990 movie "Total Recall."
  • B. Gary Goldman
    Gary Goldman is an American animator, director, and producer best known for his work on Don Bluth–style animated films such as Anastasia.
  • C. Martin Goldstein
    Martin Goldstein, nicknamed "Buggsy," was an American mobster and hitman associated with Murder, Inc. during the 1930s and 1940s.
  • D. Andrew Goldman
    Andrew Goldman is a film editor known for his work on the independent feature "Tiny Furniture."
  • E. Len Goldstein
    Len Goldstein is a television producer known for his executive production work on series such as "The Astronaut Wives Club."
  • 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: David Goldman
Triple: [Sage Group, founder, David Goldman]
Generated description
David Goldman was a British entrepreneur best known for co-founding the accounting software company Sage Group and helping to build it into a global business.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: David Goldman
Target entity description: David Goldman was a British entrepreneur best known for co-founding the accounting software company Sage Group and helping to build it into a global business.
  • A. Gary Goldman
    Gary Goldman is an American animator, director, and producer best known for his work on Don Bluth–style animated films such as Anastasia.
  • B. Gary Goldman
    Gary Goldman is an American screenwriter best known for his work on major science fiction and action films, including the 1990 movie "Total Recall."
  • C. Martin Goldstein
    Martin Goldstein, nicknamed "Buggsy," was an American mobster and hitman associated with Murder, Inc. during the 1930s and 1940s.
  • D. Andrew Goldman
    Andrew Goldman is a film editor known for his work on the independent feature "Tiny Furniture."
  • E. Len Goldstein
    Len Goldstein is a television producer known for his executive production work on series such as "The Astronaut Wives Club."
  • 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_69d8dd025c188190a1d81f5b4ec7e2c6 completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5d6aac4dc8190ac51f22c13f1b96c completed April 20, 2026, 7:32 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0723f372908190a8cb204e1bbe910c completed May 15, 2026, 1:47 p.m.
NEDg Description generation batch_6a07257b21dc81908be073c286c3d3cb completed May 15, 2026, 1:54 p.m.
NED2 Entity disambiguation (via description) batch_6a07268dfaf88190ae8f93dbdbccdb5d completed May 15, 2026, 1:58 p.m.
Created at: April 10, 2026, 12:02 p.m.