Triple

T1578261
Position Surface form Disambiguated ID Type / Status
Subject Origins: Fourteen Billion Years of Cosmic Evolution E33702 entity
Predicate author P4 FINISHED
Object Donald Goldsmith
Donald Goldsmith is an American astronomer, science writer, and popularizer of cosmology known for making complex astrophysical concepts accessible to general audiences.
E246397 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: Donald Goldsmith | Statement: [Origins: Fourteen Billion Years of Cosmic Evolution, author, Donald Goldsmith]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Donald Goldsmith
Context triple: [Origins: Fourteen Billion Years of Cosmic Evolution, author, Donald Goldsmith]
  • A. Jerrald King Goldsmith
    Jerrald King Goldsmith was an acclaimed American film and television composer renowned for his innovative and influential scores for movies such as "Planet of the Apes," "Alien," and "Star Trek: The Motion Picture."
  • B. 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.
  • C. Donald Cargill
    Donald Cargill was a 17th-century Scottish Presbyterian minister and Covenanter leader known for his fierce opposition to royal interference in the church and his eventual execution for treason.
  • D. Mort Goldman
    Mort Goldman is a neurotic, bespectacled Jewish pharmacist and recurring comic relief character on the animated television series Family Guy.
  • E. Fred T. Goldberg Jr.
    Fred T. Goldberg Jr. is an American attorney and former U.S. government official who served as Commissioner of the Internal Revenue Service in the early 1990s.
  • 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: Donald Goldsmith
Triple: [Origins: Fourteen Billion Years of Cosmic Evolution, author, Donald Goldsmith]
Generated description
Donald Goldsmith is an American astronomer, science writer, and popularizer of cosmology known for making complex astrophysical concepts accessible to general audiences.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Donald Goldsmith
Target entity description: Donald Goldsmith is an American astronomer, science writer, and popularizer of cosmology known for making complex astrophysical concepts accessible to general audiences.
  • A. Jerrald King Goldsmith
    Jerrald King Goldsmith was an acclaimed American film and television composer renowned for his innovative and influential scores for movies such as "Planet of the Apes," "Alien," and "Star Trek: The Motion Picture."
  • B. 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.
  • C. Donald Cargill
    Donald Cargill was a 17th-century Scottish Presbyterian minister and Covenanter leader known for his fierce opposition to royal interference in the church and his eventual execution for treason.
  • D. Mort Goldman
    Mort Goldman is a neurotic, bespectacled Jewish pharmacist and recurring comic relief character on the animated television series Family Guy.
  • E. Fred T. Goldberg Jr.
    Fred T. Goldberg Jr. is an American attorney and former U.S. government official who served as Commissioner of the Internal Revenue Service in the early 1990s.
  • 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_69a885f27a4c8190a4622252cdf54c00 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a908d571f081908acec43ff2ef112d completed March 5, 2026, 4:38 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae6adcef5881908cefd7d575b85323 completed March 9, 2026, 6:38 a.m.
NEDg Description generation batch_69ae6b31eccc81908fbcc80f72e65df8 completed March 9, 2026, 6:39 a.m.
NED2 Entity disambiguation (via description) batch_69ae6bd2856c81909033efe74039c258 completed March 9, 2026, 6:42 a.m.
Created at: March 4, 2026, 7:27 p.m.