Triple
T12535587
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Christiana Barkley |
E299680
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Ilya Hoffman
Ilya Hoffman is an American businessman known for being married to Christiana Barkley, the daughter of NBA Hall of Famer Charles Barkley.
|
E989081
|
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: Ilya Hoffman | Statement: [Christiana Barkley, spouse, Ilya Hoffman]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ilya Hoffman Context triple: [Christiana Barkley, spouse, Ilya Hoffman]
-
A.
Ilan Volkov
Ilan Volkov is an Israeli conductor known for his adventurous programming and advocacy of contemporary and experimental music, including his work with major orchestras in the UK and abroad.
-
B.
Ari Leschnikoff
Ari Leschnikoff was a Bulgarian-born tenor and entertainer best known as a member of the renowned German vocal group the Comedian Harmonists in the early 20th century.
-
C.
Uriel Frisch
Uriel Frisch is a French physicist and mathematician renowned for his contributions to fluid dynamics and turbulence theory.
-
D.
Evgeny Levinson
Evgeny Levinson was a Soviet architect known for designing significant memorial and monumental complexes, particularly in Leningrad (now Saint Petersburg).
-
E.
Ari Tasarov
Ari Tasarov is a fictional character portrayed as a Russian antagonist in the television series "Nikita."
- 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: Ilya Hoffman Triple: [Christiana Barkley, spouse, Ilya Hoffman]
Generated description
Ilya Hoffman is an American businessman known for being married to Christiana Barkley, the daughter of NBA Hall of Famer Charles Barkley.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ilya Hoffman Target entity description: Ilya Hoffman is an American businessman known for being married to Christiana Barkley, the daughter of NBA Hall of Famer Charles Barkley.
-
A.
Ilan Volkov
Ilan Volkov is an Israeli conductor known for his adventurous programming and advocacy of contemporary and experimental music, including his work with major orchestras in the UK and abroad.
-
B.
Ari Leschnikoff
Ari Leschnikoff was a Bulgarian-born tenor and entertainer best known as a member of the renowned German vocal group the Comedian Harmonists in the early 20th century.
-
C.
Uriel Frisch
Uriel Frisch is a French physicist and mathematician renowned for his contributions to fluid dynamics and turbulence theory.
-
D.
Evgeny Levinson
Evgeny Levinson was a Soviet architect known for designing significant memorial and monumental complexes, particularly in Leningrad (now Saint Petersburg).
-
E.
Ari Tasarov
Ari Tasarov is a fictional character portrayed as a Russian antagonist in the television series "Nikita."
- 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_69d6ada707008190aaec1238117c9379 |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d9546d3b2081908d3e0659f8f13678 |
completed | April 10, 2026, 7:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f65577e3388190b6c1c2e8dee7f6ac |
completed | May 2, 2026, 7:50 p.m. |
| NEDg | Description generation | batch_69f6566e7bf88190a33c609caf9b4f3d |
completed | May 2, 2026, 7:54 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f657aa1bf48190a884e0dfce31e30e |
completed | May 2, 2026, 7:59 p.m. |
Created at: April 8, 2026, 9:57 p.m.