Triple

T7870751
Position Surface form Disambiguated ID Type / Status
Subject Zalmay Khalilzad E182729 entity
Predicate spouse P13 FINISHED
Object Cheryl Benard
Cheryl Benard is an American-Austrian author and political scientist known for her work on Islam, women’s rights, and post-conflict reconstruction.
 E775558 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: Cheryl Benard | Statement: [Zalmay Khalilzad, spouse, Cheryl Benard]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Cheryl Benard
Context triple: [Zalmay Khalilzad, spouse, Cheryl Benard]
  • A. Cheryl Johnson
    Cheryl Johnson is the wife of American sportscaster Ernie Johnson Jr., known for her long-standing support of his broadcasting career and their family.
  • B. Colleen Dewhurst
    Colleen Dewhurst was a Canadian-American actress renowned for her powerful stage performances and acclaimed work in film and television, particularly in Eugene O’Neill plays and the series "Anne of Green Gables."
  • C. Sherry Stringfield
    Sherry Stringfield is an American actress best known for her role as Dr. Susan Lewis on the television medical drama "ER."
  • D. Cheryl Frasier
    Cheryl Frasier is a sweet-natured, somewhat naive beauty pageant contestant and close friend of FBI agent Gracie Hart in the Miss Congeniality film series.
  • E. Judy Bernly
    Judy Bernly is a timid, recently separated office worker who becomes an unlikely feminist heroine as she joins her coworkers in overthrowing their sexist boss in the comedy film "9 to 5."
  • 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: Cheryl Benard
Triple: [Zalmay Khalilzad, spouse, Cheryl Benard]
Generated description
Cheryl Benard is an American-Austrian author and political scientist known for her work on Islam, women’s rights, and post-conflict reconstruction.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Cheryl Benard
Target entity description: Cheryl Benard is an American-Austrian author and political scientist known for her work on Islam, women’s rights, and post-conflict reconstruction.
  • A. Cheryl Johnson
    Cheryl Johnson is the wife of American sportscaster Ernie Johnson Jr., known for her long-standing support of his broadcasting career and their family.
  • B. Colleen Dewhurst
    Colleen Dewhurst was a Canadian-American actress renowned for her powerful stage performances and acclaimed work in film and television, particularly in Eugene O’Neill plays and the series "Anne of Green Gables."
  • C. Sherry Stringfield
    Sherry Stringfield is an American actress best known for her role as Dr. Susan Lewis on the television medical drama "ER."
  • D. Cheryl Frasier
    Cheryl Frasier is a sweet-natured, somewhat naive beauty pageant contestant and close friend of FBI agent Gracie Hart in the Miss Congeniality film series.
  • E. Judy Bernly
    Judy Bernly is a timid, recently separated office worker who becomes an unlikely feminist heroine as she joins her coworkers in overthrowing their sexist boss in the comedy film "9 to 5."
  • 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_69ca82894d9081908a832bfce71a4714 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb384a285881908a5b2de278f9556f completed March 31, 2026, 2:58 a.m.
NED1 Entity disambiguation (via context triple) batch_69cffd37b54881908c67d5746f9ef39e completed April 3, 2026, 5:47 p.m.
NEDg Description generation batch_69cfff51b8c0819093b2c348fd7819fe completed April 3, 2026, 5:56 p.m.
NED2 Entity disambiguation (via description) batch_69d0014b9c108190b4abe8c974677d31 completed April 3, 2026, 6:04 p.m.
Created at: March 30, 2026, 4:55 p.m.