Triple
T21661645
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Virginia "Gigi" Graham |
E534607
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Stephan Tchividjian
Stephan Tchividjian is a Christian leader and speaker known for his ministry work and as a member of the prominent Graham family through his marriage to Virginia "Gigi" Graham, daughter of evangelist Billy Graham.
|
E1495624
|
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: Stephan Tchividjian | Statement: [Virginia "Gigi" Graham, spouse, Stephan Tchividjian]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stephan Tchividjian Context triple: [Virginia "Gigi" Graham, spouse, Stephan Tchividjian]
-
A.
Kevin Khatchadourian
Kevin Khatchadourian is the disturbed and manipulative teenage antagonist at the center of Lionel Shriver’s novel and its film adaptation "We Need to Talk About Kevin," known for committing a devastating act of violence.
-
B.
Eric Esrailian
Eric Esrailian is an American physician, film producer, and philanthropist known for producing socially conscious projects such as the historical drama "The Promise."
-
C.
Alek Keshishian
Alek Keshishian is an Armenian-American film director and screenwriter best known for directing Madonna’s documentary "Truth or Dare" and writing and directing the romantic comedy "Love and Other Disasters."
-
D.
Jean Terrossian
Jean Terrossian is a surrealist artist and writer associated with the historic Surrealist Group in Paris.
-
E.
Michel Kitabdjian
Michel Kitabdjian was a French football referee best known for officiating major European club matches in the 1970s.
- 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: Stephan Tchividjian Triple: [Virginia "Gigi" Graham, spouse, Stephan Tchividjian]
Generated description
Stephan Tchividjian is a Christian leader and speaker known for his ministry work and as a member of the prominent Graham family through his marriage to Virginia "Gigi" Graham, daughter of evangelist Billy Graham.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Stephan Tchividjian Target entity description: Stephan Tchividjian is a Christian leader and speaker known for his ministry work and as a member of the prominent Graham family through his marriage to Virginia "Gigi" Graham, daughter of evangelist Billy Graham.
-
A.
Kevin Khatchadourian
Kevin Khatchadourian is the disturbed and manipulative teenage antagonist at the center of Lionel Shriver’s novel and its film adaptation "We Need to Talk About Kevin," known for committing a devastating act of violence.
-
B.
Eric Esrailian
Eric Esrailian is an American physician, film producer, and philanthropist known for producing socially conscious projects such as the historical drama "The Promise."
-
C.
Alek Keshishian
Alek Keshishian is an Armenian-American film director and screenwriter best known for directing Madonna’s documentary "Truth or Dare" and writing and directing the romantic comedy "Love and Other Disasters."
-
D.
Jean Terrossian
Jean Terrossian is a surrealist artist and writer associated with the historic Surrealist Group in Paris.
-
E.
Michel Kitabdjian
Michel Kitabdjian was a French football referee best known for officiating major European club matches in the 1970s.
- 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.