Triple
T12543950
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Directi Group |
E299912
|
entity |
| Predicate | foundedBy |
P104
|
FINISHED |
| Object |
Divyank Turakhia
Divyank Turakhia is an Indian serial tech entrepreneur and billionaire best known for building and selling multiple internet and ad-tech companies, including those under the Directi Group.
|
E990162
|
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: Divyank Turakhia | Statement: [Directi Group, foundedBy, Divyank Turakhia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Divyank Turakhia Context triple: [Directi Group, foundedBy, Divyank Turakhia]
-
A.
Utkarsh Ambudkar
Utkarsh Ambudkar is an American actor, rapper, and singer known for his work in film, television, and theater, including roles in projects like "Pitch Perfect," "Brittany Runs a Marathon," and the TV series "Ghosts."
-
B.
Sachit Mehra
Sachit Mehra is a Canadian political figure who serves in a top leadership role within the Liberal Party of Canada.
-
C.
Rohan Chand
Rohan Chand is an American child actor best known for his lead role as Mowgli in the film "Mowgli: Legend of the Jungle" and appearances in movies like "Bad Words" and "Lone Survivor."
-
D.
Shivam Tewari
Shivam Tewari is an Indian photographer known publicly as the husband of actress and model Riya Sen.
-
E.
Mohit Iyyer
Mohit Iyyer is a computer scientist and natural language processing researcher known for his work on deep learning models for language understanding and generation.
- 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: Divyank Turakhia Triple: [Directi Group, foundedBy, Divyank Turakhia]
Generated description
Divyank Turakhia is an Indian serial tech entrepreneur and billionaire best known for building and selling multiple internet and ad-tech companies, including those under the Directi Group.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Divyank Turakhia Target entity description: Divyank Turakhia is an Indian serial tech entrepreneur and billionaire best known for building and selling multiple internet and ad-tech companies, including those under the Directi Group.
-
A.
Utkarsh Ambudkar
Utkarsh Ambudkar is an American actor, rapper, and singer known for his work in film, television, and theater, including roles in projects like "Pitch Perfect," "Brittany Runs a Marathon," and the TV series "Ghosts."
-
B.
Sachit Mehra
Sachit Mehra is a Canadian political figure who serves in a top leadership role within the Liberal Party of Canada.
-
C.
Rohan Chand
Rohan Chand is an American child actor best known for his lead role as Mowgli in the film "Mowgli: Legend of the Jungle" and appearances in movies like "Bad Words" and "Lone Survivor."
-
D.
Shivam Tewari
Shivam Tewari is an Indian photographer known publicly as the husband of actress and model Riya Sen.
-
E.
Mohit Iyyer
Mohit Iyyer is a computer scientist and natural language processing researcher known for his work on deep learning models for language understanding and generation.
- 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_69d9547d6df4819080db8415d386ed38 |
completed | April 10, 2026, 7:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f655801cac8190b1f9a72f8fed0399 |
completed | May 2, 2026, 7:50 p.m. |
| NEDg | Description generation | batch_69f6566f40c08190baec227fb660c948 |
completed | May 2, 2026, 7:54 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f65799ca588190b9f7a07f5c1a842c |
completed | May 2, 2026, 7:59 p.m. |
Created at: April 8, 2026, 9:57 p.m.