Triple

T10615721
Position Surface form Disambiguated ID Type / Status
Subject Barbara Hershey E276114 entity
Predicate birthName P65 FINISHED
Object Barbara Lynn Herzstein
Barbara Lynn Herzstein, better known as Barbara Hershey, is an American actress acclaimed for her versatile film and television roles since the late 1960s.
E891160 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 Lynn Herzstein | Statement: [Barbara Hershey, birthName, Barbara Lynn Herzstein]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Barbara Lynn Herzstein
Context triple: [Barbara Hershey, birthName, Barbara Lynn Herzstein]
  • A. Barbara Bernstein
    Barbara Bernstein is one of the daughters of actress and singer Florence Henderson, best known for her iconic role as Carol Brady on the television series "The Brady Bunch."
  • B. Judith Herzberg
    Judith Herzberg is a Dutch poet, playwright, and essayist renowned for her clear, understated style and influential contributions to contemporary Dutch literature.
  • C. 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.
  • D. Barbara Guggenheim
    Barbara Guggenheim is a member of the prominent Guggenheim family, known for its significant influence in art patronage and philanthropy.
  • E. Helen Fleischman
    Helen Fleischman was the American wife of Giorgio Joyce, son of the Irish writer James Joyce, and a figure on the periphery of the modernist literary circle surrounding the Joyce family.
  • 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 Lynn Herzstein
Triple: [Barbara Hershey, birthName, Barbara Lynn Herzstein]
Generated description
Barbara Lynn Herzstein, better known as Barbara Hershey, is an American actress acclaimed for her versatile film and television roles since the late 1960s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Barbara Lynn Herzstein
Target entity description: Barbara Lynn Herzstein, better known as Barbara Hershey, is an American actress acclaimed for her versatile film and television roles since the late 1960s.
  • A. Barbara Bernstein
    Barbara Bernstein is one of the daughters of actress and singer Florence Henderson, best known for her iconic role as Carol Brady on the television series "The Brady Bunch."
  • B. Judith Herzberg
    Judith Herzberg is a Dutch poet, playwright, and essayist renowned for her clear, understated style and influential contributions to contemporary Dutch literature.
  • C. 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.
  • D. Barbara Guggenheim
    Barbara Guggenheim is a member of the prominent Guggenheim family, known for its significant influence in art patronage and philanthropy.
  • E. Helen Fleischman
    Helen Fleischman was the American wife of Giorgio Joyce, son of the Irish writer James Joyce, and a figure on the periphery of the modernist literary circle surrounding the Joyce family.
  • 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_69d6aaf948d88190806cc3a8c47a3fb2 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d6df6d76dc8190bd8d481fed3225d9 completed April 8, 2026, 11:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69dff76eef4c8190b4fe681a9431207d completed April 15, 2026, 8:39 p.m.
NEDg Description generation batch_69e0b498df2481908c964d53b1782774 completed April 16, 2026, 10:06 a.m.
NED2 Entity disambiguation (via description) batch_69e11e21fc2c8190878a877ecd3b465e completed April 16, 2026, 5:36 p.m.
Created at: April 8, 2026, 7:33 p.m.