Triple

T11498625
Position Surface form Disambiguated ID Type / Status
Subject Theodore Bikel E272606 entity
Predicate spouse P13 FINISHED
Object Aimee Ginsburg Bikel
Aimee Ginsburg Bikel is a journalist and writer known for her work in cultural and spiritual reporting and for being the widow and literary executor of actor and folk singer Theodore Bikel.
 E929254 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: Aimee Ginsburg Bikel | Statement: [Theodore Bikel, spouse, Aimee Ginsburg Bikel]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Aimee Ginsburg Bikel
Context triple: [Theodore Bikel, spouse, Aimee Ginsburg Bikel]
  • A. Sarah Siegel-Magness
    Sarah Siegel-Magness is an American film producer best known for her work on the critically acclaimed drama "Precious."
  • B. Paula Weinstein
    Paula Weinstein was an American film producer and studio executive known for overseeing acclaimed dramas and major Hollywood productions.
  • C. Janet D. Schenck
    Janet D. Schenck was an American music educator best known for establishing and developing the Manhattan School of Music into a leading conservatory.
  • D. Julie Greenwald
    Julie Greenwald is a prominent American music industry executive known for her leadership roles at major record labels and for guiding the careers of numerous successful artists.
  • E. Millicent Siegel
    Millicent Siegel is the daughter of notorious American mobster Benjamin "Bugsy" Siegel and has been involved in preserving and discussing her father's controversial legacy.
  • 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: Aimee Ginsburg Bikel
Triple: [Theodore Bikel, spouse, Aimee Ginsburg Bikel]
Generated description
Aimee Ginsburg Bikel is a journalist and writer known for her work in cultural and spiritual reporting and for being the widow and literary executor of actor and folk singer Theodore Bikel.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Aimee Ginsburg Bikel
Target entity description: Aimee Ginsburg Bikel is a journalist and writer known for her work in cultural and spiritual reporting and for being the widow and literary executor of actor and folk singer Theodore Bikel.
  • A. Sarah Siegel-Magness
    Sarah Siegel-Magness is an American film producer best known for her work on the critically acclaimed drama "Precious."
  • B. Paula Weinstein
    Paula Weinstein was an American film producer and studio executive known for overseeing acclaimed dramas and major Hollywood productions.
  • C. Janet D. Schenck
    Janet D. Schenck was an American music educator best known for establishing and developing the Manhattan School of Music into a leading conservatory.
  • D. Julie Greenwald
    Julie Greenwald is a prominent American music industry executive known for her leadership roles at major record labels and for guiding the careers of numerous successful artists.
  • E. Millicent Siegel
    Millicent Siegel is the daughter of notorious American mobster Benjamin "Bugsy" Siegel and has been involved in preserving and discussing her father's controversial legacy.
  • 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_69d6aae1b09881909ce2ded3fa0c14fa completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d85de27db081909ccdb4ab0ef75bdb completed April 10, 2026, 2:18 a.m.
NED1 Entity disambiguation (via context triple) batch_69e604aa9e3c8190ad86e4d05a67c8ac completed April 20, 2026, 10:49 a.m.
NEDg Description generation batch_69e610a6de0c8190aabda7ef7b7063a6 completed April 20, 2026, 11:40 a.m.
NED2 Entity disambiguation (via description) batch_69e61853a3b48190b0d132761e9be69c completed April 20, 2026, 12:13 p.m.
Created at: April 8, 2026, 9:36 p.m.