Triple

T5396736
Position Surface form Disambiguated ID Type / Status
Subject Machiavellianism E120673 entity
Predicate developedAsConceptBy P201 FINISHED
Object Florence L. Geis
Florence L. Geis was a social psychologist known for her influential experimental research on power, gender, and manipulative interpersonal strategies in social interactions.
 E597344 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: Florence L. Geis | Statement: [Machiavellianism, developedAsConceptBy, Florence L. Geis]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Florence L. Geis
Context triple: [Machiavellianism, developedAsConceptBy, Florence L. Geis]
  • A. Dolores H. Russ
    Dolores H. Russ was an American philanthropist and co-namesake of the prestigious Fritz J. and Dolores H. Russ Prize in engineering.
  • B. Alice S. Fisher
    Alice S. Fisher is an American lawyer who served as a senior U.S. Department of Justice official overseeing federal criminal prosecutions during the George W. Bush administration.
  • C. Lucile E. Greene
    Lucile E. Greene was an American writer and activist known for her work in civil rights and social justice.
  • D. Florence Wyman Richardson
    Florence Wyman Richardson was an American woman best known as the mother of Hadley Richardson, the first wife of writer Ernest Hemingway.
  • E. Dorothy M. Johnson
    Dorothy M. Johnson was an American Western author best known for her influential short stories that inspired classic films such as "The Man Who Shot Liberty Valance" and "A Man Called Horse."
  • 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: Florence L. Geis
Triple: [Machiavellianism, developedAsConceptBy, Florence L. Geis]
Generated description
Florence L. Geis was a social psychologist known for her influential experimental research on power, gender, and manipulative interpersonal strategies in social interactions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Florence L. Geis
Target entity description: Florence L. Geis was a social psychologist known for her influential experimental research on power, gender, and manipulative interpersonal strategies in social interactions.
  • A. Dolores H. Russ
    Dolores H. Russ was an American philanthropist and co-namesake of the prestigious Fritz J. and Dolores H. Russ Prize in engineering.
  • B. Alice S. Fisher
    Alice S. Fisher is an American lawyer who served as a senior U.S. Department of Justice official overseeing federal criminal prosecutions during the George W. Bush administration.
  • C. Lucile E. Greene
    Lucile E. Greene was an American writer and activist known for her work in civil rights and social justice.
  • D. Florence Wyman Richardson
    Florence Wyman Richardson was an American woman best known as the mother of Hadley Richardson, the first wife of writer Ernest Hemingway.
  • E. Dorothy M. Johnson
    Dorothy M. Johnson was an American Western author best known for her influential short stories that inspired classic films such as "The Man Who Shot Liberty Valance" and "A Man Called Horse."
  • 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_69bd4637b92c8190b815b6443ae4b323 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd91ac1bf08190a9a575c9822de6cc completed March 20, 2026, 6:27 p.m.
NED1 Entity disambiguation (via context triple) batch_69c65f9d763c81908bdc6d9cfc718a55 completed March 27, 2026, 10:44 a.m.
NEDg Description generation batch_69c66004d46c81908ce834315486d18f completed March 27, 2026, 10:46 a.m.
NED2 Entity disambiguation (via description) batch_69c660593534819094c23ee145222ff8 completed March 27, 2026, 10:47 a.m.
Created at: March 20, 2026, 2:04 p.m.