Triple

T7455089
Position Surface form Disambiguated ID Type / Status
Subject Mitch Daniels E172101 entity
Predicate spouse P13 FINISHED
Object Cheri Daniels
Cheri Daniels is an American public figure best known as the wife of former Indiana governor and Purdue University president Mitch Daniels, with whom she has been active in political and civic life.
E688990 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: Cheri Daniels | Statement: [Mitch Daniels, spouse, Cheri Daniels]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cheri Daniels
Context triple: [Mitch Daniels, spouse, Cheri Daniels]
  • A. Laura Deming
    Laura Deming is a venture capitalist and longevity researcher best known for founding The Longevity Fund, which invests in companies developing therapies to extend healthy human lifespan.
  • B. Lori Marshall
    Lori Marshall is an American television writer and author, known for her work on sitcoms and for collaborating on books about and with her father, filmmaker Garry Marshall.
  • C. Erinn Bartlett
    Erinn Bartlett is an American actress and former beauty pageant titleholder known for supporting roles in film and television.
  • D. Terri Moeller
    Terri Moeller is an American drummer and singer best known for her long-time role in the alternative rock band The Walkabouts.
  • E. Mary Jo Deschanel
    Mary Jo Deschanel is an American actress known for her film and television work and as the mother of actresses Zooey and Emily Deschanel.
  • 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: Cheri Daniels
Triple: [Mitch Daniels, spouse, Cheri Daniels]
Generated description
Cheri Daniels is an American public figure best known as the wife of former Indiana governor and Purdue University president Mitch Daniels, with whom she has been active in political and civic life.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cheri Daniels
Target entity description: Cheri Daniels is an American public figure best known as the wife of former Indiana governor and Purdue University president Mitch Daniels, with whom she has been active in political and civic life.
  • A. Laura Deming
    Laura Deming is a venture capitalist and longevity researcher best known for founding The Longevity Fund, which invests in companies developing therapies to extend healthy human lifespan.
  • B. Lori Marshall
    Lori Marshall is an American television writer and author, known for her work on sitcoms and for collaborating on books about and with her father, filmmaker Garry Marshall.
  • C. Erinn Bartlett
    Erinn Bartlett is an American actress and former beauty pageant titleholder known for supporting roles in film and television.
  • D. Terri Moeller
    Terri Moeller is an American drummer and singer best known for her long-time role in the alternative rock band The Walkabouts.
  • E. Mary Jo Deschanel
    Mary Jo Deschanel is an American actress known for her film and television work and as the mother of actresses Zooey and Emily Deschanel.
  • 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_69c68a66554c8190add75c65942c0317 completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f3addd648190b618bfbffe08db2c completed March 27, 2026, 9:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8eef3b7a88190bb42b5f93ce2daba completed March 29, 2026, 9:20 a.m.
NEDg Description generation batch_69c8ef8e68b88190b30389f7f7482ecd completed March 29, 2026, 9:23 a.m.
NED2 Entity disambiguation (via description) batch_69c8efc9cdf081908a777a04453a50bc completed March 29, 2026, 9:24 a.m.
Created at: March 27, 2026, 3:15 p.m.