Triple

T22710110
Position Surface form Disambiguated ID Type / Status
Subject Allegro CL E561569 entity
Predicate feature P374 FINISHED
Object Metaobject Protocol
The Metaobject Protocol is a reflective programming interface, most famously associated with the Common Lisp Object System (CLOS), that lets programmers customize and extend the language’s object system itself.
E1550236 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: Metaobject Protocol | Statement: [Allegro CL, feature, Metaobject Protocol]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Metaobject Protocol
Context triple: [Allegro CL, feature, Metaobject Protocol]
  • A. Meta-Object Facility
    Meta-Object Facility is a standard meta-modeling framework defined by the Object Management Group for specifying, constructing, and managing technology-neutral metadata and models.
  • B. Meta Object Facility
    Meta Object Facility is an OMG standard for defining, manipulating, and integrating metadata and models, serving as a core foundation for model-driven engineering.
  • C. The System of Objects
    The System of Objects is a seminal 1968 work of critical theory by Jean Baudrillard that analyzes consumer goods as signs within a broader system of social meaning and everyday life.
  • D. Objectory
    Objectory is an object-oriented software development methodology created by Ivar Jacobson that introduced use cases and significantly shaped modern modeling approaches later incorporated into UML.
  • E. Cecil: A Pure Object-Oriented Language with Multiple Dispatch and Multiple Inheritance
    "Cecil: A Pure Object-Oriented Language with Multiple Dispatch and Multiple Inheritance" is a research programming language designed to explore flexible, purely object-oriented features such as multimethods, multiple inheritance, and dynamic dispatch mechanisms.
  • 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: Metaobject Protocol
Triple: [Allegro CL, feature, Metaobject Protocol]
Generated description
The Metaobject Protocol is a reflective programming interface, most famously associated with the Common Lisp Object System (CLOS), that lets programmers customize and extend the language’s object system itself.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Metaobject Protocol
Target entity description: The Metaobject Protocol is a reflective programming interface, most famously associated with the Common Lisp Object System (CLOS), that lets programmers customize and extend the language’s object system itself.
  • A. Meta-Object Facility
    Meta-Object Facility is a standard meta-modeling framework defined by the Object Management Group for specifying, constructing, and managing technology-neutral metadata and models.
  • B. Meta Object Facility
    Meta Object Facility is an OMG standard for defining, manipulating, and integrating metadata and models, serving as a core foundation for model-driven engineering.
  • C. The System of Objects
    The System of Objects is a seminal 1968 work of critical theory by Jean Baudrillard that analyzes consumer goods as signs within a broader system of social meaning and everyday life.
  • D. Objectory
    Objectory is an object-oriented software development methodology created by Ivar Jacobson that introduced use cases and significantly shaped modern modeling approaches later incorporated into UML.
  • E. Cecil: A Pure Object-Oriented Language with Multiple Dispatch and Multiple Inheritance
    "Cecil: A Pure Object-Oriented Language with Multiple Dispatch and Multiple Inheritance" is a research programming language designed to explore flexible, purely object-oriented features such as multimethods, multiple inheritance, and dynamic dispatch mechanisms.
  • 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_69e2454f1348819088d83f420925a5c1 completed April 17, 2026, 2:35 p.m.
NER Named-entity recognition batch_69f178d1e24881909ebd4531c0daef7f completed April 29, 2026, 3:19 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b7ed9cb908190b50dd5297ca2d17c completed May 18, 2026, 9:04 p.m.
NEDg Description generation batch_6a0b7fbb53388190b0942c28b5748c60 completed May 18, 2026, 9:08 p.m.
NED2 Entity disambiguation (via description) batch_6a0b806b4e1481909babc97a8914947a completed May 18, 2026, 9:11 p.m.
Created at: April 17, 2026, 3:17 p.m.