Triple
T18204586
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | ViT |
E435871
|
entity |
| Predicate | introducedBy |
P513
|
FINISHED |
| Object |
Mostafa Dehghani
Mostafa Dehghani is a computer scientist and researcher known for his contributions to deep learning and computer vision, including work on Vision Transformers (ViT).
|
E1312442
|
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: Mostafa Dehghani | Statement: [ViT, introducedBy, Mostafa Dehghani]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mostafa Dehghani Context triple: [ViT, introducedBy, Mostafa Dehghani]
-
A.
Mozaffar Karimi
Mozaffar Karimi is an actor known for his role in the film "Rendition."
-
B.
Abdullah Hassanzadeh
Abdullah Hassanzadeh is a Kurdish Iranian political figure known for his leadership role in the Democratic Party of Iranian Kurdistan, a major opposition group advocating for Kurdish rights in Iran.
-
C.
Ali Soheili
Ali Soheili was an Iranian politician who served as prime minister during the early 1940s, a turbulent period marked by World War II and foreign occupation of Iran.
-
D.
Arsalan Tavakoli-Shiraji
Arsalan Tavakoli-Shiraji is a technology entrepreneur and engineer best known as a co-founder of Databricks, a leading data and AI platform built around Apache Spark.
-
E.
Mohsen Rezaee
Mohsen Rezaee is an Iranian politician and former senior military commander who served as the long-time chief of the Islamic Revolutionary Guard Corps during the Iran–Iraq War.
- 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: Mostafa Dehghani Triple: [ViT, introducedBy, Mostafa Dehghani]
Generated description
Mostafa Dehghani is a computer scientist and researcher known for his contributions to deep learning and computer vision, including work on Vision Transformers (ViT).
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mostafa Dehghani Target entity description: Mostafa Dehghani is a computer scientist and researcher known for his contributions to deep learning and computer vision, including work on Vision Transformers (ViT).
-
A.
Mozaffar Karimi
Mozaffar Karimi is an actor known for his role in the film "Rendition."
-
B.
Abdullah Hassanzadeh
Abdullah Hassanzadeh is a Kurdish Iranian political figure known for his leadership role in the Democratic Party of Iranian Kurdistan, a major opposition group advocating for Kurdish rights in Iran.
-
C.
Ali Soheili
Ali Soheili was an Iranian politician who served as prime minister during the early 1940s, a turbulent period marked by World War II and foreign occupation of Iran.
-
D.
Arsalan Tavakoli-Shiraji
Arsalan Tavakoli-Shiraji is a technology entrepreneur and engineer best known as a co-founder of Databricks, a leading data and AI platform built around Apache Spark.
-
E.
Mohsen Rezaee
Mohsen Rezaee is an Iranian politician and former senior military commander who served as the long-time chief of the Islamic Revolutionary Guard Corps during the Iran–Iraq War.
- 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_69d8b90dba6481908e119eb9aa4ca0cb |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e4e222831081908f7d5500424e3acb |
completed | April 19, 2026, 2:09 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a039f0e52108190913cc5c667619d89 |
completed | May 12, 2026, 9:43 p.m. |
| NEDg | Description generation | batch_6a039fdd9c4c819083b450657d0ece43 |
completed | May 12, 2026, 9:47 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a03a0d6de8c8190b1f94c7de0856143 |
completed | May 12, 2026, 9:51 p.m. |
Created at: April 10, 2026, 10:32 a.m.