Triple

T4707689
Position Surface form Disambiguated ID Type / Status
Subject Argus E104429 entity
Predicate developedInContextOf P1245 FINISHED
Object MIT Programming Methodology Group
The MIT Programming Methodology Group is a research group at the Massachusetts Institute of Technology focused on advancing formal methods, programming languages, and systematic approaches to software design and verification.
E463637 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: MIT Programming Methodology Group | Statement: [Argus, developedInContextOf, MIT Programming Methodology Group]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: MIT Programming Methodology Group
Context triple: [Argus, developedInContextOf, MIT Programming Methodology Group]
  • A. MIT X Consortium
    The MIT X Consortium was a collaborative organization based at MIT that coordinated the development and standardization of the X Window System for Unix-like operating systems.
  • B. 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.
  • C. MIT Joint Program
    MIT Joint Program is a multidisciplinary research initiative at the Massachusetts Institute of Technology that analyzes the science, economics, and policy of global climate and environmental change.
  • D. MIT School of Engineering
    The MIT School of Engineering is the largest and most renowned academic unit of the Massachusetts Institute of Technology, known globally for pioneering research and education in engineering and applied sciences.
  • E. MIT Institute for Data, Systems, and Society
    The MIT Institute for Data, Systems, and Society is an interdisciplinary research and education institute at the Massachusetts Institute of Technology focused on data science, systems engineering, and social science to address complex societal challenges.
  • 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: MIT Programming Methodology Group
Triple: [Argus, developedInContextOf, MIT Programming Methodology Group]
Generated description
The MIT Programming Methodology Group is a research group at the Massachusetts Institute of Technology focused on advancing formal methods, programming languages, and systematic approaches to software design and verification.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: MIT Programming Methodology Group
Target entity description: The MIT Programming Methodology Group is a research group at the Massachusetts Institute of Technology focused on advancing formal methods, programming languages, and systematic approaches to software design and verification.
  • A. MIT X Consortium
    The MIT X Consortium was a collaborative organization based at MIT that coordinated the development and standardization of the X Window System for Unix-like operating systems.
  • B. 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.
  • C. MIT Joint Program
    MIT Joint Program is a multidisciplinary research initiative at the Massachusetts Institute of Technology that analyzes the science, economics, and policy of global climate and environmental change.
  • D. MIT School of Engineering
    The MIT School of Engineering is the largest and most renowned academic unit of the Massachusetts Institute of Technology, known globally for pioneering research and education in engineering and applied sciences.
  • E. MIT Institute for Data, Systems, and Society
    The MIT Institute for Data, Systems, and Society is an interdisciplinary research and education institute at the Massachusetts Institute of Technology focused on data science, systems engineering, and social science to address complex societal challenges.
  • 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_69bd43eac3c08190af7e4020c6c3704c completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd63ebf7e48190b545670ec114bd7e completed March 20, 2026, 3:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69be106d1fc08190808c19025c6f37c4 completed March 21, 2026, 3:28 a.m.
NEDg Description generation batch_69be112d37bc8190bed120740ceb9726 completed March 21, 2026, 3:31 a.m.
NED2 Entity disambiguation (via description) batch_69be11ab38308190a6c1a9fa8a5154ce completed March 21, 2026, 3:34 a.m.
Created at: March 20, 2026, 1:17 p.m.