Triple
T19634095
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tom B. Brown |
E471343
|
entity |
| Predicate | coAuthorWith |
P398
|
FINISHED |
| Object |
Aditya Ramesh
Aditya Ramesh is an AI researcher known for his work at OpenAI on large-scale generative models, including image generation systems.
|
E437211
|
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: Aditya Ramesh | Statement: [Tom B. Brown, coAuthorWith, Aditya Ramesh]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Aditya Ramesh Context triple: [Tom B. Brown, coAuthorWith, Aditya Ramesh]
-
A.
Aditya Ramesh
Aditya Ramesh is a computer scientist and AI researcher best known for leading the development of OpenAI’s CLIP and DALL·E models.
-
B.
Ashwanth Ashokkumar
Ashwanth Ashokkumar is an Indian child actor best known for his acclaimed performance in the Tamil film "Super Deluxe."
-
C.
Arvind Neelakantan
Arvind Neelakantan is a researcher in artificial intelligence and machine learning known for his work on large language models and neural network architectures.
-
D.
Kartikeya Sarabhai
Kartikeya Sarabhai is an Indian environmental educator and sustainability advocate, known for his leadership in environmental education and for being the son of space scientist Vikram Sarabhai.
-
E.
Aditya Mittal
Aditya Mittal is an Indian businessman and heir to the Mittal family who leads ArcelorMittal, one of the world’s largest steel and mining companies.
- 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: Aditya Ramesh Triple: [Tom B. Brown, coAuthorWith, Aditya Ramesh]
Generated description
Aditya Ramesh is an AI researcher known for his work at OpenAI on large-scale generative models, including image generation systems.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Aditya Ramesh Target entity description: Aditya Ramesh is an AI researcher known for his work at OpenAI on large-scale generative models, including image generation systems.
-
A.
Aditya Ramesh
chosen
Aditya Ramesh is a computer scientist and AI researcher best known for leading the development of OpenAI’s CLIP and DALL·E models.
-
B.
Ashwanth Ashokkumar
Ashwanth Ashokkumar is an Indian child actor best known for his acclaimed performance in the Tamil film "Super Deluxe."
-
C.
Arvind Neelakantan
Arvind Neelakantan is a researcher in artificial intelligence and machine learning known for his work on large language models and neural network architectures.
-
D.
Kartikeya Sarabhai
Kartikeya Sarabhai is an Indian environmental educator and sustainability advocate, known for his leadership in environmental education and for being the son of space scientist Vikram Sarabhai.
-
E.
Aditya Mittal
Aditya Mittal is an Indian businessman and heir to the Mittal family who leads ArcelorMittal, one of the world’s largest steel and mining companies.
- F. None of above.
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_69d8e511f28481909f4bc3ea9191e54a |
completed | April 10, 2026, 11:54 a.m. |
| NER | Named-entity recognition | batch_69e64104ff2881908fec49b7fba5a2e6 |
completed | April 20, 2026, 3:06 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a077ee0b3cc8190aefa862f54e2739a |
completed | May 15, 2026, 8:15 p.m. |
| NEDg | Description generation | batch_6a0782badcf88190b2ae7bdeb2527e51 |
completed | May 15, 2026, 8:31 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0783431c3c81908389444c8afbeb71 |
completed | May 15, 2026, 8:34 p.m. |
Created at: April 10, 2026, 1:44 p.m.