Triple

T2515733
Position Surface form Disambiguated ID Type / Status
Subject Allen Newell E55407 entity
Predicate notableStudent P4838 FINISHED
Object Bonnie E. John
Bonnie E. John is a cognitive psychologist and human-computer interaction researcher known for her work on cognitive modeling and usability engineering.
 E342047 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: Bonnie E. John | Statement: [Allen Newell, notableStudent, Bonnie E. John]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bonnie E. John
Context triple: [Allen Newell, notableStudent, Bonnie E. John]
  • A. Darla K. Anderson
    Darla K. Anderson is an American film producer best known for her work on several acclaimed Pixar animated features.
  • B. Bonnie Erickson
    Bonnie Erickson is an American designer and creative director best known for her work with Jim Henson and for creating iconic mascots such as the Phillie Phanatic.
  • C. Kimberly S. Budd
    Kimberly S. Budd is an American jurist who serves as the Chief Justice of the Massachusetts Supreme Judicial Court.
  • D. Joan A. Brennecke
    Joan A. Brennecke is a prominent chemical engineer renowned for her pioneering research on ionic liquids and sustainable chemical processes, recognized as one of the leading figures in green chemistry.
  • E. Barbara Heinzen
    Barbara Heinzen was the wife of William Colby, the former Director of Central Intelligence of the United States.
  • 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: Bonnie E. John
Triple: [Allen Newell, notableStudent, Bonnie E. John]
Generated description
Bonnie E. John is a cognitive psychologist and human-computer interaction researcher known for her work on cognitive modeling and usability engineering.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bonnie E. John
Target entity description: Bonnie E. John is a cognitive psychologist and human-computer interaction researcher known for her work on cognitive modeling and usability engineering.
  • A. Darla K. Anderson
    Darla K. Anderson is an American film producer best known for her work on several acclaimed Pixar animated features.
  • B. Bonnie Erickson
    Bonnie Erickson is an American designer and creative director best known for her work with Jim Henson and for creating iconic mascots such as the Phillie Phanatic.
  • C. Kimberly S. Budd
    Kimberly S. Budd is an American jurist who serves as the Chief Justice of the Massachusetts Supreme Judicial Court.
  • D. Joan A. Brennecke
    Joan A. Brennecke is a prominent chemical engineer renowned for her pioneering research on ionic liquids and sustainable chemical processes, recognized as one of the leading figures in green chemistry.
  • E. Barbara Heinzen
    Barbara Heinzen was the wife of William Colby, the former Director of Central Intelligence of the United States.
  • 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_69ab49e4749c8190813311efd1630f1b completed March 6, 2026, 9:40 p.m.
NER Named-entity recognition batch_69abd20db7e0819096d901eb20ae65e5 completed March 7, 2026, 7:21 a.m.
NED1 Entity disambiguation (via context triple) batch_69b28da24fe88190aabe2bcc520a35dc completed March 12, 2026, 9:55 a.m.
NEDg Description generation batch_69b28f6d8a948190b9aac1b90de472d6 completed March 12, 2026, 10:03 a.m.
NED2 Entity disambiguation (via description) batch_69b2c08b196881908e72596d54ab8873 completed March 12, 2026, 1:32 p.m.
Created at: March 6, 2026, 9:46 p.m.