Triple

T20521798
Position Surface form Disambiguated ID Type / Status
Subject Melba Rae E503826 entity
Predicate characterRole P268 FINISHED
Object Marge Bergman
Marge Bergman is a fictional character portrayed by actress Melba Rae, likely from an American television soap opera or drama series.
 E1435203 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: Marge Bergman | Statement: [Melba Rae, characterRole, Marge Bergman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Marge Bergman
Context triple: [Melba Rae, characterRole, Marge Bergman]
  • A. Lorraine Bergman
    Lorraine Bergman was the wife of American physicist and Nobel laureate Carl David Anderson.
  • B. Doris Mann
    Doris Mann is a glamorous yet troubled Hollywood actress and the complicated, overbearing mother of the protagonist in Carrie Fisher’s semi-autobiographical story "Postcards from the Edge."
  • C. Sally Kornbluth
    Sally Kornbluth is an American cell biologist and academic leader who became the 18th president of the Massachusetts Institute of Technology.
  • D. Edie Wasserman
    Edie Wasserman was a prominent Hollywood philanthropist and influential figure in the entertainment community, known for her extensive charitable work and social leadership.
  • E. Shirley Berman
    Shirley Berman is best known as the wife and close collaborator of American assemblage artist Wallace Berman, participating in and supporting the mid-20th-century California avant-garde art scene.
  • 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: Marge Bergman
Triple: [Melba Rae, characterRole, Marge Bergman]
Generated description
Marge Bergman is a fictional character portrayed by actress Melba Rae, likely from an American television soap opera or drama series.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Marge Bergman
Target entity description: Marge Bergman is a fictional character portrayed by actress Melba Rae, likely from an American television soap opera or drama series.
  • A. Lorraine Bergman
    Lorraine Bergman was the wife of American physicist and Nobel laureate Carl David Anderson.
  • B. Doris Mann
    Doris Mann is a glamorous yet troubled Hollywood actress and the complicated, overbearing mother of the protagonist in Carrie Fisher’s semi-autobiographical story "Postcards from the Edge."
  • C. Sally Kornbluth
    Sally Kornbluth is an American cell biologist and academic leader who became the 18th president of the Massachusetts Institute of Technology.
  • D. Edie Wasserman
    Edie Wasserman was a prominent Hollywood philanthropist and influential figure in the entertainment community, known for her extensive charitable work and social leadership.
  • E. Shirley Berman
    Shirley Berman is best known as the wife and close collaborator of American assemblage artist Wallace Berman, participating in and supporting the mid-20th-century California avant-garde art scene.
  • 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_69e0b4b3a6e08190ae663701f50fab8e completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e69f46488c819093687b4e07837793 completed April 20, 2026, 9:48 p.m.
NED1 Entity disambiguation (via context triple) batch_6a089d419ba081909f80b105bb9d9612 completed May 16, 2026, 4:37 p.m.
NEDg Description generation batch_6a089dd1abd08190a662efd4a23eacba completed May 16, 2026, 4:39 p.m.
NED2 Entity disambiguation (via description) batch_6a089e76035c8190b1b48d102f710fdd completed May 16, 2026, 4:42 p.m.
Created at: April 16, 2026, 11:36 a.m.