Triple

T17975133
Position Surface form Disambiguated ID Type / Status
Subject John Haden Badley E449449 entity
Predicate spouse P13 FINISHED
Object Amy Garrett Badley
Amy Garrett Badley was a British educator and co-founder of Bedales School, known for her progressive views on education and her role in developing one of England’s first co-educational boarding schools.
 E1299389 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: Amy Garrett Badley | Statement: [John Haden Badley, spouse, Amy Garrett Badley]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Amy Garrett Badley
Context triple: [John Haden Badley, spouse, Amy Garrett Badley]
  • A. Amy Lindley
    Amy Lindley is a fictional character from the television series "Dawson's Creek," known as the daughter of Jen Lindley.
  • B. Amy Ashwood
    Amy Ashwood was a Jamaican Pan-Africanist, feminist, and co-founder of the Universal Negro Improvement Association alongside Marcus Garvey.
  • C. Beverly Todd
    Beverly Todd is an American actress known for her work in film, television, and theater, including a notable role in the comedy-drama "The Bucket List."
  • D. Amy Eshleman
    Amy Eshleman is an American former public librarian and education advocate best known as the wife of former Chicago mayor Lori Lightfoot.
  • E. Laura Bickford
    Laura Bickford is an American film producer best known for her work on acclaimed independent and studio films, including the Oscar-winning drama "Traffic."
  • 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: Amy Garrett Badley
Triple: [John Haden Badley, spouse, Amy Garrett Badley]
Generated description
Amy Garrett Badley was a British educator and co-founder of Bedales School, known for her progressive views on education and her role in developing one of England’s first co-educational boarding schools.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Amy Garrett Badley
Target entity description: Amy Garrett Badley was a British educator and co-founder of Bedales School, known for her progressive views on education and her role in developing one of England’s first co-educational boarding schools.
  • A. Amy Lindley
    Amy Lindley is a fictional character from the television series "Dawson's Creek," known as the daughter of Jen Lindley.
  • B. Amy Ashwood
    Amy Ashwood was a Jamaican Pan-Africanist, feminist, and co-founder of the Universal Negro Improvement Association alongside Marcus Garvey.
  • C. Beverly Todd
    Beverly Todd is an American actress known for her work in film, television, and theater, including a notable role in the comedy-drama "The Bucket List."
  • D. Amy Eshleman
    Amy Eshleman is an American former public librarian and education advocate best known as the wife of former Chicago mayor Lori Lightfoot.
  • E. Laura Bickford
    Laura Bickford is an American film producer best known for her work on acclaimed independent and studio films, including the Oscar-winning drama "Traffic."
  • 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_69d8b9f9927c8190a006110c8b996e61 completed April 10, 2026, 8:51 a.m.
NER Named-entity recognition batch_69e4b1fee86c8190a9a220b008e78e10 completed April 19, 2026, 10:44 a.m.
NED1 Entity disambiguation (via context triple) batch_6a03301821088190802834bfa3ddf2d7 completed May 12, 2026, 1:50 p.m.
NEDg Description generation batch_6a0332130f108190a3fbcf146ecd9d81 completed May 12, 2026, 1:58 p.m.
NED2 Entity disambiguation (via description) batch_6a0333605db48190a7195d65ea4ad047 completed May 12, 2026, 2:04 p.m.
Created at: April 10, 2026, 10:22 a.m.