Triple

T7832404
Position Surface form Disambiguated ID Type / Status
Subject Bo Goldman E181604 entity
Predicate birthName P65 FINISHED
Object Robert Spencer Goldman
Robert Spencer Goldman, better known as Bo Goldman, was an acclaimed American screenwriter and playwright renowned for his Oscar-winning work on films such as "One Flew Over the Cuckoo's Nest" and "Melvin and Howard."
 E701906 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: Robert Spencer Goldman | Statement: [Bo Goldman, birthName, Robert Spencer Goldman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Robert Spencer Goldman
Context triple: [Bo Goldman, birthName, Robert Spencer Goldman]
  • A. Richard Goldman
    Richard Goldman was an American philanthropist and environmentalist best known for co-founding the Goldman Environmental Prize and supporting public policy and environmental causes.
  • B. Martin Goldstein
    Martin Goldstein, nicknamed "Buggsy," was an American mobster and hitman associated with Murder, Inc. during the 1930s and 1940s.
  • C. Jack R. Goldberg
    Jack R. Goldberg was the New York City welfare administrator whose official actions led to the landmark U.S. Supreme Court case Goldberg v. Kelly on due process rights in public assistance.
  • D. Michael Goldstein
    Michael Goldstein is a relatively common personal name shared by multiple individuals across fields such as academia, business, and the arts, rather than referring to a single widely recognized public figure.
  • E. Neil Goldman
    Neil Goldman is a recurring nerdy, socially awkward teenage character in the animated TV series "Family Guy," often portrayed as infatuated with Meg Griffin.
  • 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: Robert Spencer Goldman
Triple: [Bo Goldman, birthName, Robert Spencer Goldman]
Generated description
Robert Spencer Goldman, better known as Bo Goldman, was an acclaimed American screenwriter and playwright renowned for his Oscar-winning work on films such as "One Flew Over the Cuckoo's Nest" and "Melvin and Howard."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Robert Spencer Goldman
Target entity description: Robert Spencer Goldman, better known as Bo Goldman, was an acclaimed American screenwriter and playwright renowned for his Oscar-winning work on films such as "One Flew Over the Cuckoo's Nest" and "Melvin and Howard."
  • A. Richard Goldman
    Richard Goldman was an American philanthropist and environmentalist best known for co-founding the Goldman Environmental Prize and supporting public policy and environmental causes.
  • B. Martin Goldstein
    Martin Goldstein, nicknamed "Buggsy," was an American mobster and hitman associated with Murder, Inc. during the 1930s and 1940s.
  • C. Jack R. Goldberg
    Jack R. Goldberg was the New York City welfare administrator whose official actions led to the landmark U.S. Supreme Court case Goldberg v. Kelly on due process rights in public assistance.
  • D. Michael Goldstein
    Michael Goldstein is a relatively common personal name shared by multiple individuals across fields such as academia, business, and the arts, rather than referring to a single widely recognized public figure.
  • E. Neil Goldman
    Neil Goldman is a recurring nerdy, socially awkward teenage character in the animated TV series "Family Guy," often portrayed as infatuated with Meg Griffin.
  • 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_69ca8284a25c8190a1a20afad30da792 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb0648bb308190a34fbcd81ff6fda2 completed March 30, 2026, 11:24 p.m.
NED1 Entity disambiguation (via context triple) batch_69cbdef32d4c8190a2e5c76d2db6c45f completed March 31, 2026, 2:49 p.m.
NEDg Description generation batch_69cbe436e20481908b297cd94eafbeec completed March 31, 2026, 3:11 p.m.
NED2 Entity disambiguation (via description) batch_69cc0c32aac081909cdd0d69cacdd27f completed March 31, 2026, 6:02 p.m.
Created at: March 30, 2026, 4:45 p.m.