Triple

T7804552
Position Surface form Disambiguated ID Type / Status
Subject Architecture Machine Group E180514 entity
Predicate notableMember P10 FINISHED
Object Muriel Cooper
Muriel Cooper was a pioneering American graphic designer and educator known for her influential work at MIT Press and her groundbreaking explorations of dynamic, computer-based typography and interface design.
E694329 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: Muriel Cooper | Statement: [Architecture Machine Group, notableMember, Muriel Cooper]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Muriel Cooper
Context triple: [Architecture Machine Group, notableMember, Muriel Cooper]
  • A. Susan Hay
    Susan Hay was the wife of George Ramsay, 9th Earl of Dalhousie, a Scottish nobleman and colonial administrator in British North America.
  • B. Barbara Chermayeff
    Barbara Chermayeff was an American designer and educator known for her work in exhibition and environmental graphics and for her long collaboration with Ivan Chermayeff.
  • C. Isabel Bishop
    Isabel Bishop was a prominent American painter and printmaker associated with the 20th-century realist tradition, best known for her depictions of everyday urban life in New York City.
  • D. Brigid Bazlen
    Brigid Bazlen was an American film and television actress of the 1960s, known for her youthful screen presence and roles in Hollywood comedies and dramas.
  • E. Anni Albers
    Anni Albers was a pioneering German-born textile artist and printmaker associated with the Bauhaus and later Black Mountain College, renowned for elevating weaving to a form of modernist fine art.
  • 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: Muriel Cooper
Triple: [Architecture Machine Group, notableMember, Muriel Cooper]
Generated description
Muriel Cooper was a pioneering American graphic designer and educator known for her influential work at MIT Press and her groundbreaking explorations of dynamic, computer-based typography and interface design.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Muriel Cooper
Target entity description: Muriel Cooper was a pioneering American graphic designer and educator known for her influential work at MIT Press and her groundbreaking explorations of dynamic, computer-based typography and interface design.
  • A. Susan Hay
    Susan Hay was the wife of George Ramsay, 9th Earl of Dalhousie, a Scottish nobleman and colonial administrator in British North America.
  • B. Barbara Chermayeff
    Barbara Chermayeff was an American designer and educator known for her work in exhibition and environmental graphics and for her long collaboration with Ivan Chermayeff.
  • C. Isabel Bishop
    Isabel Bishop was a prominent American painter and printmaker associated with the 20th-century realist tradition, best known for her depictions of everyday urban life in New York City.
  • D. Brigid Bazlen
    Brigid Bazlen was an American film and television actress of the 1960s, known for her youthful screen presence and roles in Hollywood comedies and dramas.
  • E. Anni Albers
    Anni Albers was a pioneering German-born textile artist and printmaker associated with the Bauhaus and later Black Mountain College, renowned for elevating weaving to a form of modernist fine art.
  • 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_69ca827e50cc8190a92a733577184938 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69caf636def8819084117fababac06b2 completed March 30, 2026, 10:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69cb14439c8081908331caf450462a0e completed March 31, 2026, 12:24 a.m.
NEDg Description generation batch_69cb1638c9888190be533d55fd0b494f completed March 31, 2026, 12:32 a.m.
NED2 Entity disambiguation (via description) batch_69cb1a49beb4819090532acabb9391b1 completed March 31, 2026, 12:50 a.m.
Created at: March 30, 2026, 4:34 p.m.