Triple
T17270419
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Zubov |
E419241
|
entity |
| Predicate | hasVariant |
P455
|
FINISHED |
| Object |
Zuboff
Zuboff is a Russian surname, often a transliteration variant of "Zubov," borne by several notable figures in academia and public life.
|
E1260496
|
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: Zuboff | Statement: [Zubov, hasVariant, Zuboff]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Zuboff Context triple: [Zubov, hasVariant, Zuboff]
-
A.
Graysmith
Graysmith is the surname of Robert Graysmith, the American true-crime author and former cartoonist best known for his investigations into the Zodiac Killer case.
-
B.
Center for Humane Technology
The Center for Humane Technology is a nonprofit organization that advocates for ethical, human-centered design in digital technologies and works to mitigate the negative impacts of social media and persuasive tech on society.
-
C.
The Corporation
The Corporation was a Motown in-house songwriting and production team best known for crafting many of the Jackson 5’s early hits.
-
D.
The Corporation
The Corporation is a 2003 Canadian documentary film that critically examines modern corporations as dominant institutions and analyzes their behavior through the lens of psychology and law.
-
E.
Blum
Blum is a surname of German and Jewish origin borne by various notable individuals across fields such as mathematics, politics, and the arts.
- 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: Zuboff Triple: [Zubov, hasVariant, Zuboff]
Generated description
Zuboff is a Russian surname, often a transliteration variant of "Zubov," borne by several notable figures in academia and public life.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Zuboff Target entity description: Zuboff is a Russian surname, often a transliteration variant of "Zubov," borne by several notable figures in academia and public life.
-
A.
Graysmith
Graysmith is the surname of Robert Graysmith, the American true-crime author and former cartoonist best known for his investigations into the Zodiac Killer case.
-
B.
Center for Humane Technology
The Center for Humane Technology is a nonprofit organization that advocates for ethical, human-centered design in digital technologies and works to mitigate the negative impacts of social media and persuasive tech on society.
-
C.
The Corporation
The Corporation was a Motown in-house songwriting and production team best known for crafting many of the Jackson 5’s early hits.
-
D.
The Corporation
The Corporation is a 2003 Canadian documentary film that critically examines modern corporations as dominant institutions and analyzes their behavior through the lens of psychology and law.
-
E.
Blum
Blum is a surname of German and Jewish origin borne by various notable individuals across fields such as mathematics, politics, and the arts.
- 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_69d886da626481908a14ce7830329a35 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e42f4917ec819096356ad2ed24d51d |
completed | April 19, 2026, 1:26 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a01794a09b8819086da30f38c6d4c20 |
completed | May 11, 2026, 6:38 a.m. |
| NEDg | Description generation | batch_6a017aeff86481908a8cfed0ee1306f3 |
completed | May 11, 2026, 6:45 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a017b5045d08190b7c7409960f1438c |
completed | May 11, 2026, 6:46 a.m. |
Created at: April 10, 2026, 5:40 a.m.