Triple

T3116083
Position Surface form Disambiguated ID Type / Status
Subject Scott Shenker E65065 entity
Predicate affiliation P10 FINISHED
Object International Computer Science Institute
The International Computer Science Institute is an independent, nonprofit research organization in Berkeley, California, known for its influential work in computer science and close ties to the University of California, Berkeley.
E326986 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: International Computer Science Institute | Statement: [Scott Shenker, affiliation, International Computer Science Institute]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: International Computer Science Institute
Context triple: [Scott Shenker, affiliation, International Computer Science Institute]
  • A. USC Information Sciences Institute
    USC Information Sciences Institute is a renowned research institute at the University of Southern California known for its pioneering work in computer science and its foundational contributions to the development of the internet.
  • B. Stanford Artificial Intelligence Laboratory
    The Stanford Artificial Intelligence Laboratory is a leading research center at Stanford University dedicated to advancing the theory and practice of artificial intelligence across robotics, machine learning, and related fields.
  • C. Stanford Research Institute
    Stanford Research Institute (now SRI International) is a prominent independent nonprofit research and innovation center known for pioneering advances in computing, artificial intelligence, and other cutting-edge technologies.
  • D. UC Berkeley Parallel Computing Laboratory
    The UC Berkeley Parallel Computing Laboratory is a research center at the University of California, Berkeley focused on advancing parallel computer architecture, programming models, and open instruction set technologies such as RISC-V.
  • E. Computer Science and Artificial Intelligence Laboratory (CSAIL)
    The Computer Science and Artificial Intelligence Laboratory (CSAIL) is MIT’s premier research lab for computer science, artificial intelligence, and related fields, known for pioneering work in areas such as robotics, machine learning, and systems.
  • 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: International Computer Science Institute
Triple: [Scott Shenker, affiliation, International Computer Science Institute]
Generated description
The International Computer Science Institute is an independent, nonprofit research organization in Berkeley, California, known for its influential work in computer science and close ties to the University of California, Berkeley.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: International Computer Science Institute
Target entity description: The International Computer Science Institute is an independent, nonprofit research organization in Berkeley, California, known for its influential work in computer science and close ties to the University of California, Berkeley.
  • A. USC Information Sciences Institute
    USC Information Sciences Institute is a renowned research institute at the University of Southern California known for its pioneering work in computer science and its foundational contributions to the development of the internet.
  • B. Stanford Artificial Intelligence Laboratory
    The Stanford Artificial Intelligence Laboratory is a leading research center at Stanford University dedicated to advancing the theory and practice of artificial intelligence across robotics, machine learning, and related fields.
  • C. Stanford Research Institute
    Stanford Research Institute (now SRI International) is a prominent independent nonprofit research and innovation center known for pioneering advances in computing, artificial intelligence, and other cutting-edge technologies.
  • D. UC Berkeley Parallel Computing Laboratory
    The UC Berkeley Parallel Computing Laboratory is a research center at the University of California, Berkeley focused on advancing parallel computer architecture, programming models, and open instruction set technologies such as RISC-V.
  • E. Computer Science and Artificial Intelligence Laboratory (CSAIL)
    The Computer Science and Artificial Intelligence Laboratory (CSAIL) is MIT’s premier research lab for computer science, artificial intelligence, and related fields, known for pioneering work in areas such as robotics, machine learning, and systems.
  • 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_69ad857fcc088190b0c4d45a5cde6f61 completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada4e40bc48190b9b17c706a2450d5 completed March 8, 2026, 4:33 p.m.
NED1 Entity disambiguation (via context triple) batch_69b2039d9d408190b01e45f0ced5ca3d completed March 12, 2026, 12:06 a.m.
NEDg Description generation batch_69b20547c0008190ac2589f54111bad9 completed March 12, 2026, 12:13 a.m.
NED2 Entity disambiguation (via description) batch_69b205bff1d88190a9bb212d9a607f18 completed March 12, 2026, 12:16 a.m.
Created at: March 8, 2026, 3:04 p.m.