Triple

T13183463
Position Surface form Disambiguated ID Type / Status
Subject School of Engineering at Stanford University E313785 entity
Predicate hasDepartment P35 FINISHED
Object Department of Management Science and Engineering at Stanford University
The Department of Management Science and Engineering at Stanford University is an interdisciplinary academic department that integrates engineering, business, and policy to study and improve complex systems in areas such as operations, decision analysis, information technology, and organizational strategy.
E1026955 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: Department of Management Science and Engineering at Stanford University | Statement: [School of Engineering at Stanford University, hasDepartment, Department of Management Science and Engineering at Stanford University]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Department of Management Science and Engineering at Stanford University
Context triple: [School of Engineering at Stanford University, hasDepartment, Department of Management Science and Engineering at Stanford University]
  • A. School of Engineering at Stanford University
    The School of Engineering at Stanford University is a leading engineering institution renowned for its cutting-edge research, innovation, and close ties to Silicon Valley.
  • B. Department of Industrial Engineering and Operations Research, UC Berkeley
    The Department of Industrial Engineering and Operations Research at UC Berkeley is a leading academic department specializing in optimization, stochastic processes, data analytics, and systems engineering for complex decision-making in industry and society.
  • C. School of Humanities and Sciences, Stanford University
    The School of Humanities and Sciences at Stanford University is the university’s largest academic division, encompassing a wide range of disciplines in the arts, humanities, social sciences, and natural sciences.
  • D. Stanford Computer Science Department
    The Stanford Computer Science Department is a leading academic department at Stanford University renowned for its pioneering research and education in computer science and its close ties to Silicon Valley innovation.
  • E. Stanford University Department of Economics
    The Stanford University Department of Economics is a leading academic department known for its influential research and teaching in economics, particularly in macroeconomics, economic theory, and applied economics.
  • 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: Department of Management Science and Engineering at Stanford University
Triple: [School of Engineering at Stanford University, hasDepartment, Department of Management Science and Engineering at Stanford University]
Generated description
The Department of Management Science and Engineering at Stanford University is an interdisciplinary academic department that integrates engineering, business, and policy to study and improve complex systems in areas such as operations, decision analysis, information technology, and organizational strategy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Department of Management Science and Engineering at Stanford University
Target entity description: The Department of Management Science and Engineering at Stanford University is an interdisciplinary academic department that integrates engineering, business, and policy to study and improve complex systems in areas such as operations, decision analysis, information technology, and organizational strategy.
  • A. School of Engineering at Stanford University
    The School of Engineering at Stanford University is a leading engineering institution renowned for its cutting-edge research, innovation, and close ties to Silicon Valley.
  • B. Department of Industrial Engineering and Operations Research, UC Berkeley
    The Department of Industrial Engineering and Operations Research at UC Berkeley is a leading academic department specializing in optimization, stochastic processes, data analytics, and systems engineering for complex decision-making in industry and society.
  • C. School of Humanities and Sciences, Stanford University
    The School of Humanities and Sciences at Stanford University is the university’s largest academic division, encompassing a wide range of disciplines in the arts, humanities, social sciences, and natural sciences.
  • D. Stanford Computer Science Department
    The Stanford Computer Science Department is a leading academic department at Stanford University renowned for its pioneering research and education in computer science and its close ties to Silicon Valley innovation.
  • E. Stanford University Department of Economics
    The Stanford University Department of Economics is a leading academic department known for its influential research and teaching in economics, particularly in macroeconomics, economic theory, and applied economics.
  • 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_69d806ae1e08819090d95bfe1538cc17 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d98c4a0b0081908027bf77442ff5ff completed April 10, 2026, 11:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6f5f307408190afd0df16a417c456 completed May 3, 2026, 7:14 a.m.
NEDg Description generation batch_69f6f707d9e48190b772520ca9f4ac2c completed May 3, 2026, 7:19 a.m.
NED2 Entity disambiguation (via description) batch_69f6f85149cc8190adf68387475d3286 completed May 3, 2026, 7:25 a.m.
Created at: April 9, 2026, 9:15 p.m.