Triple

T12577002
Position Surface form Disambiguated ID Type / Status
Subject Mary Blackford Benson E300233 entity
Predicate memberOf P10 FINISHED
Object Benson family
The Benson family is a notable American family known for its members' contributions to social reform, education, and the arts.
E989841 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: Benson family | Statement: [Mary Blackford Benson, memberOf, Benson family]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Benson family
Context triple: [Mary Blackford Benson, memberOf, Benson family]
  • A. Berylson family
    The Berylson family is a philanthropic family recognized for its significant support of educational and athletic institutions.
  • B. Parker family
    The Parker family is a prominent English noble lineage best known for holding the hereditary title of Earl of Macclesfield.
  • C. Bunker family
    The Bunker family is the fictional working-class household at the center of the classic American sitcom "All in the Family," best known for its patriarch Archie Bunker.
  • D. Walker family
    The Walker family is a prominent American political and business dynasty closely connected to the Bush family through generations of influence and public service.
  • E. Walker family
    The Walker family is the central fictional family in the television drama series "Brothers & Sisters," around whom the show's personal and political storylines revolve.
  • 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: Benson family
Triple: [Mary Blackford Benson, memberOf, Benson family]
Generated description
The Benson family is a notable American family known for its members' contributions to social reform, education, and the arts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Benson family
Target entity description: The Benson family is a notable American family known for its members' contributions to social reform, education, and the arts.
  • A. Berylson family
    The Berylson family is a philanthropic family recognized for its significant support of educational and athletic institutions.
  • B. Parker family
    The Parker family is a prominent English noble lineage best known for holding the hereditary title of Earl of Macclesfield.
  • C. Bunker family
    The Bunker family is the fictional working-class household at the center of the classic American sitcom "All in the Family," best known for its patriarch Archie Bunker.
  • D. Walker family
    The Walker family is a prominent American political and business dynasty closely connected to the Bush family through generations of influence and public service.
  • E. Walker family
    The Walker family is the central fictional family in the television drama series "Brothers & Sisters," around whom the show's personal and political storylines revolve.
  • 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_69d7bde87b648190bcd0266e9efde098 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d954a73c148190bba8f16b1232fd46 completed April 10, 2026, 7:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69f65599a9c0819086233fb2c622d243 completed May 2, 2026, 7:50 p.m.
NEDg Description generation batch_69f657299e54819093c9c2a6fa80f2eb completed May 2, 2026, 7:57 p.m.
NED2 Entity disambiguation (via description) batch_69f657f1ced08190a588642c7fa5efdd completed May 2, 2026, 8 p.m.
Created at: April 9, 2026, 4:51 p.m.