Triple
T21849908
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cargojet |
E539475
|
entity |
| Predicate | foundedBy |
P104
|
FINISHED |
| Object |
Ajay Virmani
Ajay Virmani is a Canadian entrepreneur and business executive best known as the founder and longtime leader of the air cargo company Cargojet.
|
E1505458
|
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: Ajay Virmani | Statement: [Cargojet, foundedBy, Ajay Virmani]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ajay Virmani Context triple: [Cargojet, foundedBy, Ajay Virmani]
-
A.
Vijay Bhalla
Vijay Bhalla is a person notable enough to be recognized as a bearer of the surname Bhalla, though specific widely known public details about him are not clearly established.
-
B.
Sanjay Thapar
Sanjay Thapar is an individual associated with the use or application of something created or provided by Thapar, though specific public details about him are limited.
-
C.
Sanjay Jain
Sanjay Jain is an economist recognized for his academic contributions and scholarship associated with the Delhi School of Economics.
-
D.
Sanjay Bhalla
Sanjay Bhalla is a notable individual recognized for achievements significant enough to be distinctly associated with the surname Bhalla.
-
E.
Ravi Bhalla
Ravi Bhalla is an American attorney and politician who became the first Sikh mayor of Hoboken, New Jersey, and one of the first turbaned Sikh mayors in the United States.
- 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: Ajay Virmani Triple: [Cargojet, foundedBy, Ajay Virmani]
Generated description
Ajay Virmani is a Canadian entrepreneur and business executive best known as the founder and longtime leader of the air cargo company Cargojet.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ajay Virmani Target entity description: Ajay Virmani is a Canadian entrepreneur and business executive best known as the founder and longtime leader of the air cargo company Cargojet.
-
A.
Vijay Bhalla
Vijay Bhalla is a person notable enough to be recognized as a bearer of the surname Bhalla, though specific widely known public details about him are not clearly established.
-
B.
Sanjay Thapar
Sanjay Thapar is an individual associated with the use or application of something created or provided by Thapar, though specific public details about him are limited.
-
C.
Sanjay Jain
Sanjay Jain is an economist recognized for his academic contributions and scholarship associated with the Delhi School of Economics.
-
D.
Sanjay Bhalla
Sanjay Bhalla is a notable individual recognized for achievements significant enough to be distinctly associated with the surname Bhalla.
-
E.
Ravi Bhalla
Ravi Bhalla is an American attorney and politician who became the first Sikh mayor of Hoboken, New Jersey, and one of the first turbaned Sikh mayors in the United States.
- 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_69e0c476c3c88190a92d08ebb59a128a |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69f0bd582ca48190890648fdee2a0c6e |
completed | April 28, 2026, 1:59 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0a4bcfd92c8190a7f9f4a521c9086e |
completed | May 17, 2026, 11:14 p.m. |
| NEDg | Description generation | batch_6a0a4ccdd0a881908d32425b7cbb30c4 |
completed | May 17, 2026, 11:18 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0a4de7d07c8190a0ccb1c229e7fc5d |
completed | May 17, 2026, 11:23 p.m. |
Created at: April 16, 2026, 6:55 p.m.