Triple

T329169
Position Surface form Disambiguated ID Type / Status
Subject Barrington Stage Company E6586 entity
Predicate coFoundedBy P3263 FINISHED
Object Susan Sperber
Susan Sperber is a theatre producer best known as a co-founder of the Barrington Stage Company, a prominent regional theater in Massachusetts.
E164013 NE FINISHED

How this triple was built (5 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: Susan Sperber | Statement: [Barrington Stage Company, coFoundedBy, Susan Sperber]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Susan Sperber
Context triple: [Barrington Stage Company, coFoundedBy, Susan Sperber]
  • A. Bonnie Sherr Klein
    Bonnie Sherr Klein is a Canadian filmmaker, writer, and disability rights activist known for her influential documentaries and advocacy work.
  • B. Suzanne Goldberg
    Suzanne Goldberg is a prominent civil rights lawyer and legal scholar known for her work on free speech and equality issues in the United States.
  • C. Suzanne Goldberg
    Suzanne Goldberg is known as the wife of prominent 1960s Free Speech Movement leader Mario Savio.
  • D. Annette Lerner
    Annette Lerner is a Washington, D.C.–area philanthropist and matriarch of the Lerner family, known for their real estate empire and former ownership of the Washington Nationals baseball team.
  • E. Bonnie Bernstein
    Bonnie Bernstein is an American sports journalist and television personality known for her sideline reporting and coverage of major events across networks like ESPN and CBS.
  • 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: Susan Sperber
Triple: [Barrington Stage Company, coFoundedBy, Susan Sperber]
Generated description
Susan Sperber is a theatre producer best known as a co-founder of the Barrington Stage Company, a prominent regional theater in Massachusetts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Susan Sperber
Target entity description: Susan Sperber is a theatre producer best known as a co-founder of the Barrington Stage Company, a prominent regional theater in Massachusetts.
  • A. Bonnie Sherr Klein
    Bonnie Sherr Klein is a Canadian filmmaker, writer, and disability rights activist known for her influential documentaries and advocacy work.
  • B. Suzanne Goldberg
    Suzanne Goldberg is a prominent civil rights lawyer and legal scholar known for her work on free speech and equality issues in the United States.
  • C. Suzanne Goldberg
    Suzanne Goldberg is known as the wife of prominent 1960s Free Speech Movement leader Mario Savio.
  • D. Annette Lerner
    Annette Lerner is a Washington, D.C.–area philanthropist and matriarch of the Lerner family, known for their real estate empire and former ownership of the Washington Nationals baseball team.
  • E. Bonnie Bernstein
    Bonnie Bernstein is an American sports journalist and television personality known for her sideline reporting and coverage of major events across networks like ESPN and CBS.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: coFoundedBy
Context triple: [Barrington Stage Company, coFoundedBy, Susan Sperber]
  • A. cofounderOf
    Indicates that a person jointly established or created an organization, company, or project with one or more other founders.
  • B. foundedWith chosen
    Indicates that an entity was established or created together with another entity, typically as co-founders or jointly initiated partners.
  • C. foundedByOccupation
    Indicates that an entity (such as an organization or institution) was founded by a person or group characterized by a specific occupation or professional role.
  • D. founder
    Indicates that an entity established, created, or started another entity such as an organization, institution, or company.
  • E. underlyingFoundedBy
    Indicates that an entity’s foundational creation or establishment is ultimately attributable to another entity, which serves as its underlying founder.
  • F. None of above.

Provenance (6 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_69a2e7933d6c8190bb2592ad13286ef2 completed Feb. 28, 2026, 1:03 p.m.
NER Named-entity recognition batch_69a2eaad37b0819085beda2a491da9a8 completed Feb. 28, 2026, 1:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad01211c2c8190bc107dae8a9ec2a2 completed March 8, 2026, 4:54 a.m.
NEDg Description generation batch_69ad01f8028881909af95e9f61a17e88 completed March 8, 2026, 4:58 a.m.
NED2 Entity disambiguation (via description) batch_69ad02c618c48190abf3e16d9f85e703 completed March 8, 2026, 5:01 a.m.
PD Predicate disambiguation batch_69a2e94aab1c8190b8654708c87eeb91 completed Feb. 28, 2026, 1:10 p.m.
Created at: Feb. 28, 2026, 1:08 p.m.