Triple

T13507421
Position Surface form Disambiguated ID Type / Status
Subject Micha Sharir E321048 entity
Predicate hasCoAuthor P2389 FINISHED
Object Pankaj K. Agarwal
Pankaj K. Agarwal is a computer scientist known for his contributions to computational geometry, algorithms, and data structures.
E1045603 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: Pankaj K. Agarwal | Statement: [Micha Sharir, hasCoAuthor, Pankaj K. Agarwal]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Pankaj K. Agarwal
Context triple: [Micha Sharir, hasCoAuthor, Pankaj K. Agarwal]
  • A. Prafulla Dhariwal
    Prafulla Dhariwal is an AI researcher and engineer known for his influential work at OpenAI on reinforcement learning and generative models, including contributions to systems like PPO and DALL·E.
  • B. Rajeev Motwani
    Rajeev Motwani was an influential Indian-American computer scientist known for his contributions to theoretical computer science, algorithms, and his mentorship in Silicon Valley.
  • C. Rakesh Agrawal
    Rakesh Agrawal is a pioneering computer scientist best known for his foundational contributions to data mining and database systems.
  • D. Charu C. Aggarwal
    Charu C. Aggarwal is a prominent computer scientist and researcher known for his influential contributions to data mining, machine learning, and high-dimensional data analysis.
  • E. Anil Chatterjee
    Anil Chatterjee was an Indian actor known for his prominent roles in Bengali cinema, particularly in the films of Satyajit Ray and other leading directors of his time.
  • 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: Pankaj K. Agarwal
Triple: [Micha Sharir, hasCoAuthor, Pankaj K. Agarwal]
Generated description
Pankaj K. Agarwal is a computer scientist known for his contributions to computational geometry, algorithms, and data structures.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Pankaj K. Agarwal
Target entity description: Pankaj K. Agarwal is a computer scientist known for his contributions to computational geometry, algorithms, and data structures.
  • A. Prafulla Dhariwal
    Prafulla Dhariwal is an AI researcher and engineer known for his influential work at OpenAI on reinforcement learning and generative models, including contributions to systems like PPO and DALL·E.
  • B. Rajeev Motwani
    Rajeev Motwani was an influential Indian-American computer scientist known for his contributions to theoretical computer science, algorithms, and his mentorship in Silicon Valley.
  • C. Rakesh Agrawal
    Rakesh Agrawal is a pioneering computer scientist best known for his foundational contributions to data mining and database systems.
  • D. Charu C. Aggarwal
    Charu C. Aggarwal is a prominent computer scientist and researcher known for his influential contributions to data mining, machine learning, and high-dimensional data analysis.
  • E. Anil Chatterjee
    Anil Chatterjee was an Indian actor known for his prominent roles in Bengali cinema, particularly in the films of Satyajit Ray and other leading directors of his time.
  • 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_69d807629d6c8190998f1b9bb12d2ed0 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbaf8259a08190ada13c4a3078f07d completed April 12, 2026, 2:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69f7548e51b881909a3384812556bc3d completed May 3, 2026, 1:58 p.m.
NEDg Description generation batch_69f757108e088190aeec031eccc9aca3 completed May 3, 2026, 2:09 p.m.
NED2 Entity disambiguation (via description) batch_69f757e7322c8190b0e36e8373d42ac4 completed May 3, 2026, 2:12 p.m.
Created at: April 9, 2026, 9:43 p.m.