Triple

T5058052
Position Surface form Disambiguated ID Type / Status
Subject Steve Ballmer E113953 entity
Predicate spouse P13 FINISHED
Object Connie Snyder
Connie Snyder is an American philanthropist and co-founder of the Ballmer Group, known for her work supporting children’s welfare, education, and social services.
 E496503 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: Connie Snyder | Statement: [Steve Ballmer, spouse, Connie Snyder]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Connie Snyder
Context triple: [Steve Ballmer, spouse, Connie Snyder]
  • A. Cynthia Murphy
    Cynthia Murphy is a central maternal character in the musical "Dear Evan Hansen," known as the caring but emotionally strained mother of Connor and Zoe Murphy.
  • B. Lori Trahan
    Lori Trahan is a Democratic U.S. Representative from Massachusetts known for her work on issues such as healthcare, education, and campaign finance reform.
  • C. Judith Kilpatrick
    Judith Kilpatrick is a notable individual recognized as a prominent bearer of the surname Kilpatrick.
  • D. Suzanne Elrod
    Suzanne Elrod is an American artist and photographer best known as the former partner and muse of singer-songwriter Leonard Cohen and the mother of their children, including Lorca Cohen.
  • E. Melissa Sasse
    Melissa Sasse is the wife of American academic and former U.S. Senator Ben Sasse and a longtime partner in his political and professional life.
  • 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: Connie Snyder
Triple: [Steve Ballmer, spouse, Connie Snyder]
Generated description
Connie Snyder is an American philanthropist and co-founder of the Ballmer Group, known for her work supporting children’s welfare, education, and social services.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Connie Snyder
Target entity description: Connie Snyder is an American philanthropist and co-founder of the Ballmer Group, known for her work supporting children’s welfare, education, and social services.
  • A. Cynthia Murphy
    Cynthia Murphy is a central maternal character in the musical "Dear Evan Hansen," known as the caring but emotionally strained mother of Connor and Zoe Murphy.
  • B. Lori Trahan
    Lori Trahan is a Democratic U.S. Representative from Massachusetts known for her work on issues such as healthcare, education, and campaign finance reform.
  • C. Judith Kilpatrick
    Judith Kilpatrick is a notable individual recognized as a prominent bearer of the surname Kilpatrick.
  • D. Suzanne Elrod
    Suzanne Elrod is an American artist and photographer best known as the former partner and muse of singer-songwriter Leonard Cohen and the mother of their children, including Lorca Cohen.
  • E. Melissa Sasse
    Melissa Sasse is the wife of American academic and former U.S. Senator Ben Sasse and a longtime partner in his political and professional life.
  • 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_69bd443aa1f88190abb992d138f2cf42 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd74523434819092b8b15992073b5b completed March 20, 2026, 4:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69bec35c629c81909c3b0347861d544f completed March 21, 2026, 4:12 p.m.
NEDg Description generation batch_69bec505a5dc81908f79c1ade107c4ce completed March 21, 2026, 4:19 p.m.
NED2 Entity disambiguation (via description) batch_69bec654fc4881909bf5458cdafc7ffd completed March 21, 2026, 4:24 p.m.
Created at: March 20, 2026, 1:38 p.m.