Triple

T21661648
Position Surface form Disambiguated ID Type / Status
Subject Virginia "Gigi" Graham E534607 entity
Predicate notableWork P4 FINISHED
Object Sincerely, Gigi
"Sincerely, Gigi" is a Christian-themed book of personal reflections and advice written by Virginia "Gigi" Graham, the daughter of evangelist Billy Graham.
E1495626 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: Sincerely, Gigi | Statement: [Virginia "Gigi" Graham, notableWork, Sincerely, Gigi]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Sincerely, Gigi
Context triple: [Virginia "Gigi" Graham, notableWork, Sincerely, Gigi]
  • A. Gigi Simoni
    Gigi Simoni was an Italian football manager and former player best known for his long coaching career across numerous clubs, including a celebrated spell at Inter Milan in the late 1990s.
  • B. Gina
    Gina is the shy yet principled young woman at the heart of the British television film "The Girl in the Café," whose relationship with a civil servant intertwines personal romance with global political issues.
  • C. Gina
    Gina is a feminine given name commonly used in English and Italian-speaking countries, often as a short form of names like Regina, Georgina, or Luigina.
  • D. Gigi Silveri
    Gigi Silveri is a fictional character from the television drama series "One Tree Hill," known as a quirky and outspoken student who works at the school’s radio station.
  • E. Gigi Rice
    Gigi Rice is an American actress known for her roles in television sitcoms and dramas, including "Delta" and "Do Over."
  • 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: Sincerely, Gigi
Triple: [Virginia "Gigi" Graham, notableWork, Sincerely, Gigi]
Generated description
"Sincerely, Gigi" is a Christian-themed book of personal reflections and advice written by Virginia "Gigi" Graham, the daughter of evangelist Billy Graham.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Sincerely, Gigi
Target entity description: "Sincerely, Gigi" is a Christian-themed book of personal reflections and advice written by Virginia "Gigi" Graham, the daughter of evangelist Billy Graham.
  • A. Gigi Simoni
    Gigi Simoni was an Italian football manager and former player best known for his long coaching career across numerous clubs, including a celebrated spell at Inter Milan in the late 1990s.
  • B. Gina
    Gina is a feminine given name commonly used in English and Italian-speaking countries, often as a short form of names like Regina, Georgina, or Luigina.
  • C. Gina
    Gina is the shy yet principled young woman at the heart of the British television film "The Girl in the Café," whose relationship with a civil servant intertwines personal romance with global political issues.
  • D. Gigi Silveri
    Gigi Silveri is a fictional character from the television drama series "One Tree Hill," known as a quirky and outspoken student who works at the school’s radio station.
  • E. Gigi Rice
    Gigi Rice is an American actress known for her roles in television sitcoms and dramas, including "Delta" and "Do Over."
  • 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_69e0c467e1f48190af2650b19175abc4 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69ef6c0883d481908dfdc66832c34d74 completed April 27, 2026, 2 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a159e783081908b025a92bfa658c9 completed May 17, 2026, 7:23 p.m.
NEDg Description generation batch_6a0a16c278188190855335930666cede completed May 17, 2026, 7:28 p.m.
NED2 Entity disambiguation (via description) batch_6a0a17a2c81481908e229ea58e61843e completed May 17, 2026, 7:31 p.m.
Created at: April 16, 2026, 6:36 p.m.