Triple

T9900362
Position Surface form Disambiguated ID Type / Status
Subject BSD E182265 entity
Predicate developedBy P73 FINISHED
Object Computer Systems Research Group
The Computer Systems Research Group was a research team at the University of California, Berkeley, best known for creating and advancing the Berkeley Software Distribution (BSD) version of Unix.
 E828361 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: Computer Systems Research Group | Statement: [BSD, developedBy, Computer Systems Research Group]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Computer Systems Research Group
Context triple: [BSD, developedBy, Computer Systems Research Group]
  • A. Stanford Computer Systems Laboratory
    The Stanford Computer Systems Laboratory is a research group within Stanford University focused on advancing computer systems, including hardware, architecture, and related software technologies.
  • B. GVU Center
    GVU Center is an interdisciplinary research center at Georgia Tech focused on advancing human-computer interaction, computing technologies, and their impact on society.
  • C. Institute for Software Research, Carnegie Mellon University
    The Institute for Software Research at Carnegie Mellon University is a leading academic center focused on research and education in software engineering, cybersecurity, privacy, and socio-technical systems.
  • D. GRASP Laboratory
    The GRASP Laboratory is a renowned robotics and perception research lab at the University of Pennsylvania known for pioneering work in autonomous systems, drones, and computer vision.
  • E. 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.
  • 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: Computer Systems Research Group
Triple: [BSD, developedBy, Computer Systems Research Group]
Generated description
The Computer Systems Research Group was a research team at the University of California, Berkeley, best known for creating and advancing the Berkeley Software Distribution (BSD) version of Unix.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Computer Systems Research Group
Target entity description: The Computer Systems Research Group was a research team at the University of California, Berkeley, best known for creating and advancing the Berkeley Software Distribution (BSD) version of Unix.
  • A. Stanford Computer Systems Laboratory
    The Stanford Computer Systems Laboratory is a research group within Stanford University focused on advancing computer systems, including hardware, architecture, and related software technologies.
  • B. GVU Center
    GVU Center is an interdisciplinary research center at Georgia Tech focused on advancing human-computer interaction, computing technologies, and their impact on society.
  • C. Institute for Software Research, Carnegie Mellon University
    The Institute for Software Research at Carnegie Mellon University is a leading academic center focused on research and education in software engineering, cybersecurity, privacy, and socio-technical systems.
  • D. GRASP Laboratory
    The GRASP Laboratory is a renowned robotics and perception research lab at the University of Pennsylvania known for pioneering work in autonomous systems, drones, and computer vision.
  • E. 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.
  • 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_69ca82876f8081909cf75df0f99bb13f completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cdb4e0705c8190bd17e36aff615cdd completed April 2, 2026, 12:14 a.m.
NED1 Entity disambiguation (via context triple) batch_69d1eb1b9534819093c5150f1ed8f685 completed April 5, 2026, 4:54 a.m.
NEDg Description generation batch_69d1ecb3e4a08190add9b971d96f331d completed April 5, 2026, 5:01 a.m.
NED2 Entity disambiguation (via description) batch_69d1ed413edc81908177be16d5127a58 completed April 5, 2026, 5:04 a.m.
Created at: March 30, 2026, 8:40 p.m.