Triple

T14393694
Position Surface form Disambiguated ID Type / Status
Subject Jure Leskovec E356904 entity
Predicate coAuthor P398 FINISHED
Object Anand Rajaraman
Anand Rajaraman is an entrepreneur, academic, and computer scientist known for his work in data mining, web search, and co-authoring the influential textbook "Mining of Massive Datasets."
E1096532 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: Anand Rajaraman | Statement: [Jure Leskovec, coAuthor, Anand Rajaraman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Anand Rajaraman
Context triple: [Jure Leskovec, coAuthor, Anand Rajaraman]
  • A. Sendhil Ramamurthy
    Sendhil Ramamurthy is an American actor best known for his role as geneticist Mohinder Suresh on the television series "Heroes."
  • B. Ravi K. Chandran
    Ravi K. Chandran is an acclaimed Indian cinematographer known for his visually striking work across Hindi and Tamil cinema.
  • C. Bharat Ramaswami
    Bharat Ramaswami is an Indian economist known for his research in agricultural economics, development policy, and trade, and for his long association with leading academic institutions in India.
  • D. 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.
  • E. Raj Subramaniam
    Raj Subramaniam is the President and Chief Executive Officer of FedEx Corporation, a leading global logistics and delivery services company.
  • 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: Anand Rajaraman
Triple: [Jure Leskovec, coAuthor, Anand Rajaraman]
Generated description
Anand Rajaraman is an entrepreneur, academic, and computer scientist known for his work in data mining, web search, and co-authoring the influential textbook "Mining of Massive Datasets."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Anand Rajaraman
Target entity description: Anand Rajaraman is an entrepreneur, academic, and computer scientist known for his work in data mining, web search, and co-authoring the influential textbook "Mining of Massive Datasets."
  • A. Sendhil Ramamurthy
    Sendhil Ramamurthy is an American actor best known for his role as geneticist Mohinder Suresh on the television series "Heroes."
  • B. Ravi K. Chandran
    Ravi K. Chandran is an acclaimed Indian cinematographer known for his visually striking work across Hindi and Tamil cinema.
  • C. Bharat Ramaswami
    Bharat Ramaswami is an Indian economist known for his research in agricultural economics, development policy, and trade, and for his long association with leading academic institutions in India.
  • D. 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.
  • E. Raj Subramaniam
    Raj Subramaniam is the President and Chief Executive Officer of FedEx Corporation, a leading global logistics and delivery services company.
  • 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_69d827927c988190ad98bb0360981783 completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de902d114881908a8f3c01b3c6d309 completed April 14, 2026, 7:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd551b006c8190b84449f2e2b59b62 completed May 8, 2026, 3:14 a.m.
NEDg Description generation batch_69fd55d90ed08190b6a0184715f39ff4 completed May 8, 2026, 3:17 a.m.
NED2 Entity disambiguation (via description) batch_69fd565d32fc8190acc1e733537a23cb completed May 8, 2026, 3:19 a.m.
Created at: April 10, 2026, 1:16 a.m.