Triple

T12150647
Position Surface form Disambiguated ID Type / Status
Subject Barbara Bach E289442 entity
Predicate birthName P65 FINISHED
Object Barbara Goldbach
Barbara Goldbach, better known by her stage name Barbara Bach, is an American actress and former model best known for playing Bond girl Anya Amasova in the James Bond film "The Spy Who Loved Me" and for being married to Beatles drummer Ringo Starr.
E1038154 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: Barbara Goldbach | Statement: [Barbara Bach, birthName, Barbara Goldbach]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Barbara Goldbach
Context triple: [Barbara Bach, birthName, Barbara Goldbach]
  • A. Barbara Gold
    Barbara Gold is best known as the former wife of English rock musician Peter Frampton.
  • B. Barbara Zucker
    Barbara Zucker is a philanthropist whose significant contributions to medical education are recognized through the naming of the Donald and Barbara Zucker School of Medicine at Hofstra/Northwell.
  • C. Jenette Goldstein
    Jenette Goldstein is an American actress best known for her tough, memorable supporting roles in science fiction and action films of the 1980s and 1990s.
  • D. Barbara Siegel
    Barbara Siegel is an American author best known for co-writing numerous science fiction and fantasy novels and game-related books, often in collaboration with her husband Scott Siegel.
  • E. Barbara Marx
    Barbara Marx was an American model and socialite best known as the fourth and final wife of singer Frank Sinatra.
  • 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: Barbara Goldbach
Triple: [Barbara Bach, birthName, Barbara Goldbach]
Generated description
Barbara Goldbach, better known by her stage name Barbara Bach, is an American actress and former model best known for playing Bond girl Anya Amasova in the James Bond film "The Spy Who Loved Me" and for being married to Beatles drummer Ringo Starr.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Barbara Goldbach
Target entity description: Barbara Goldbach, better known by her stage name Barbara Bach, is an American actress and former model best known for playing Bond girl Anya Amasova in the James Bond film "The Spy Who Loved Me" and for being married to Beatles drummer Ringo Starr.
  • A. Barbara Gold
    Barbara Gold is best known as the former wife of English rock musician Peter Frampton.
  • B. Barbara Zucker
    Barbara Zucker is a philanthropist whose significant contributions to medical education are recognized through the naming of the Donald and Barbara Zucker School of Medicine at Hofstra/Northwell.
  • C. Jenette Goldstein
    Jenette Goldstein is an American actress best known for her tough, memorable supporting roles in science fiction and action films of the 1980s and 1990s.
  • D. Barbara Siegel
    Barbara Siegel is an American author best known for co-writing numerous science fiction and fantasy novels and game-related books, often in collaboration with her husband Scott Siegel.
  • E. Barbara Marx
    Barbara Marx was an American model and socialite best known as the fourth and final wife of singer Frank Sinatra.
  • 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_69d6ab4c6710819097a9d228382dde43 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d915ae736c8190aaab05efb93c5854 completed April 10, 2026, 3:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69f7304d8ad08190bf444835cfca6205 completed May 3, 2026, 11:23 a.m.
NEDg Description generation batch_69f7311f14988190989e319741ef0ccf completed May 3, 2026, 11:27 a.m.
NED2 Entity disambiguation (via description) batch_69f731e24d508190a896875210be3189 completed May 3, 2026, 11:30 a.m.
Created at: April 8, 2026, 9:49 p.m.