Triple

T6377321
Position Surface form Disambiguated ID Type / Status
Subject William Franklin Graham Jr. E143496 entity
Predicate child P120 FINISHED
Object Anne Graham Lotz
Anne Graham Lotz is an American Christian evangelist and author, known for her Bible teaching ministry and as the daughter of renowned preacher Billy Graham.
E590524 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: Anne Graham Lotz | Statement: [William Franklin Graham Jr., child, Anne Graham Lotz]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Anne Graham Lotz
Context triple: [William Franklin Graham Jr., child, Anne Graham Lotz]
  • A. Mary Elizabeth Greear
    Mary Elizabeth Greear was the birth name of American film actress Joan Barclay, who appeared in numerous B-movies during the 1930s and 1940s.
  • B. Ruth Bell Graham
    Ruth Bell Graham was an American author, poet, and philanthropist best known as the longtime wife and spiritual partner of evangelist Billy Graham.
  • C. Barbara Gaines
    Barbara Gaines is an American television producer best known for her long-running work on "Late Show with David Letterman" under David Letterman’s production company, Worldwide Pants Incorporated.
  • D. Barbara Gaines
    Barbara Gaines is an American theater director best known as the founder and longtime artistic leader of Chicago Shakespeare Theater.
  • E. Kelly Miller Smith
    Kelly Miller Smith was an influential African American Baptist minister and civil rights leader in Nashville who played a key role in organizing nonviolent protests during the Civil Rights Movement.
  • 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: Anne Graham Lotz
Triple: [William Franklin Graham Jr., child, Anne Graham Lotz]
Generated description
Anne Graham Lotz is an American Christian evangelist and author, known for her Bible teaching ministry and as the daughter of renowned preacher Billy Graham.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Anne Graham Lotz
Target entity description: Anne Graham Lotz is an American Christian evangelist and author, known for her Bible teaching ministry and as the daughter of renowned preacher Billy Graham.
  • A. Mary Elizabeth Greear
    Mary Elizabeth Greear was the birth name of American film actress Joan Barclay, who appeared in numerous B-movies during the 1930s and 1940s.
  • B. Ruth Bell Graham
    Ruth Bell Graham was an American author, poet, and philanthropist best known as the longtime wife and spiritual partner of evangelist Billy Graham.
  • C. Barbara Gaines
    Barbara Gaines is an American television producer best known for her long-running work on "Late Show with David Letterman" under David Letterman’s production company, Worldwide Pants Incorporated.
  • D. Barbara Gaines
    Barbara Gaines is an American theater director best known as the founder and longtime artistic leader of Chicago Shakespeare Theater.
  • E. Kelly Miller Smith
    Kelly Miller Smith was an influential African American Baptist minister and civil rights leader in Nashville who played a key role in organizing nonviolent protests during the Civil Rights Movement.
  • 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_69c008d9f4348190ab598a2913259a1c completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c0683d7af881908d66d5230e1bfcb6 completed March 22, 2026, 10:07 p.m.
NED1 Entity disambiguation (via context triple) batch_69c638724d448190a7f13a7c449341db completed March 27, 2026, 7:57 a.m.
NEDg Description generation batch_69c63aaff5f4819084161055c04c8b74 completed March 27, 2026, 8:07 a.m.
NED2 Entity disambiguation (via description) batch_69c63b334e608190b811b30e93199ac0 completed March 27, 2026, 8:09 a.m.
Created at: March 22, 2026, 4:33 p.m.