Triple

T3132022
Position Surface form Disambiguated ID Type / Status
Subject John Bolton E65435 entity
Predicate spouse P13 FINISHED
Object Gretchen Smith Bolton
Gretchen Smith Bolton is an American financial planner and the wife of former U.S. National Security Advisor John Bolton.
 E412396 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: Gretchen Smith Bolton | Statement: [John Bolton, spouse, Gretchen Smith Bolton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Gretchen Smith Bolton
Context triple: [John Bolton, spouse, Gretchen Smith Bolton]
  • A. Marilyn Bartlett
    Marilyn Bartlett is a supporting character in the teen comedy-drama film "Charlie Bartlett," serving as a member of the protagonist's family and contributing to the story's exploration of adolescence and mental health.
  • B. Renée Felice Smith
    Renée Felice Smith is an American actress best known for her longtime role as intelligence analyst Nell Jones on the television series NCIS: Los Angeles.
  • C. Renee Bartlett
    Renee Bartlett was the wife of acclaimed Austrian-American film director Fred Zinnemann.
  • D. Gloria Talbott
    Gloria Talbott was an American film and television actress known for her roles in 1950s melodramas and science fiction films.
  • E. Nancy Gates
    Nancy Gates was an American film and television actress active from the 1940s through the 1960s, known for her roles in dramas, film noirs, and romantic comedies.
  • 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: Gretchen Smith Bolton
Triple: [John Bolton, spouse, Gretchen Smith Bolton]
Generated description
Gretchen Smith Bolton is an American financial planner and the wife of former U.S. National Security Advisor John Bolton.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Gretchen Smith Bolton
Target entity description: Gretchen Smith Bolton is an American financial planner and the wife of former U.S. National Security Advisor John Bolton.
  • A. Marilyn Bartlett
    Marilyn Bartlett is a supporting character in the teen comedy-drama film "Charlie Bartlett," serving as a member of the protagonist's family and contributing to the story's exploration of adolescence and mental health.
  • B. Renée Felice Smith
    Renée Felice Smith is an American actress best known for her longtime role as intelligence analyst Nell Jones on the television series NCIS: Los Angeles.
  • C. Renee Bartlett
    Renee Bartlett was the wife of acclaimed Austrian-American film director Fred Zinnemann.
  • D. Gloria Talbott
    Gloria Talbott was an American film and television actress known for her roles in 1950s melodramas and science fiction films.
  • E. Nancy Gates
    Nancy Gates was an American film and television actress active from the 1940s through the 1960s, known for her roles in dramas, film noirs, and romantic comedies.
  • 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_69ad8581c25c8190b0d85ba9b9baa531 completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada55f77b881908866fc43bdb18185 completed March 8, 2026, 4:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69b56b2755c88190acc9bc70f1f3a53e completed March 14, 2026, 2:05 p.m.
NEDg Description generation batch_69b56c4c41c88190b00ab8fc43686afb completed March 14, 2026, 2:10 p.m.
NED2 Entity disambiguation (via description) batch_69b56cc2ae948190a5e13992626dd547 completed March 14, 2026, 2:12 p.m.
Created at: March 8, 2026, 3:04 p.m.