Triple

T4651169
Position Surface form Disambiguated ID Type / Status
Subject Tom B. Brown E102297 entity
Predicate hasCoAuthor P2389 FINISHED
Object Aditya Ramesh
Aditya Ramesh is a computer scientist and AI researcher known for his work at OpenAI, including contributions to large-scale generative models.
 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, hasCoAuthor, Aditya Ramesh]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Aditya Ramesh
Context triple: [Tom B. Brown, hasCoAuthor, 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. 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.
  • C. Ashvin Desai
    Ashvin Desai is known primarily as the husband of acclaimed Indian novelist Anita Desai.
  • D. Ravi Menon
    Ravi Menon is a Singaporean economist and central banker who has served as the long-time managing director of the Monetary Authority of Singapore, playing a key role in shaping the country’s financial and monetary policy.
  • E. Sanjay Reddy
    Sanjay Reddy is an Indian economist known for his work in development economics, poverty measurement, and global justice.
  • 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, hasCoAuthor, Aditya Ramesh]
Generated description
Aditya Ramesh is a computer scientist and AI researcher known for his work at OpenAI, including contributions to large-scale generative models.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Aditya Ramesh
Target entity description: Aditya Ramesh is a computer scientist and AI researcher known for his work at OpenAI, including contributions to large-scale generative models.
  • 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. 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.
  • C. Ashvin Desai
    Ashvin Desai is known primarily as the husband of acclaimed Indian novelist Anita Desai.
  • D. Ravi Menon
    Ravi Menon is a Singaporean economist and central banker who has served as the long-time managing director of the Monetary Authority of Singapore, playing a key role in shaping the country’s financial and monetary policy.
  • E. Sanjay Reddy
    Sanjay Reddy is an Indian economist known for his work in development economics, poverty measurement, and global justice.
  • 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_69bd43d71a308190afea7280841b0de8 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd6c3d1cb88190a42919dcbfe2568c completed March 20, 2026, 3:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69be0374967c8190b77bcd3ea1c4d59d completed March 21, 2026, 2:33 a.m.
NEDg Description generation batch_69be0479b0008190b5e3279ee58932a7 completed March 21, 2026, 2:37 a.m.
NED2 Entity disambiguation (via description) batch_69be04e0f1b08190b3e617150e34648c completed March 21, 2026, 2:39 a.m.
Created at: March 20, 2026, 1:14 p.m.