Triple

T12432452
Position Surface form Disambiguated ID Type / Status
Subject Pharo Smalltalk E297064 entity
Predicate maintainedBy P86 FINISHED
Object Pharo Consortium
The Pharo Consortium is an organization that supports, funds, and coordinates the development and industrial use of the Pharo Smalltalk programming environment.
E981253 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: Pharo Consortium | Statement: [Pharo Smalltalk, maintainedBy, Pharo Consortium]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Pharo Consortium
Context triple: [Pharo Smalltalk, maintainedBy, Pharo Consortium]
  • A. Squeak programming system
    The Squeak programming system is an open-source, multimedia-capable implementation of the Smalltalk language designed for educational use, rapid prototyping, and exploratory programming.
  • B. VisualWorks
    VisualWorks is a prominent commercial implementation of the Smalltalk programming language, known for its powerful development environment and cross-platform capabilities.
  • C. Eiffel Software
    Eiffel Software is a software company best known for developing the Eiffel programming language and tools that emphasize object-oriented design and software reliability.
  • D. Paillant
    Paillant is a commune located within Haiti’s Nippes Department, known as one of the rural settlements in the southwestern part of the country.
  • E. Codership
    Codership is a software company best known for creating the Galera Cluster synchronous multi-master replication technology for MySQL and related databases.
  • 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: Pharo Consortium
Triple: [Pharo Smalltalk, maintainedBy, Pharo Consortium]
Generated description
The Pharo Consortium is an organization that supports, funds, and coordinates the development and industrial use of the Pharo Smalltalk programming environment.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Pharo Consortium
Target entity description: The Pharo Consortium is an organization that supports, funds, and coordinates the development and industrial use of the Pharo Smalltalk programming environment.
  • A. Squeak programming system
    The Squeak programming system is an open-source, multimedia-capable implementation of the Smalltalk language designed for educational use, rapid prototyping, and exploratory programming.
  • B. VisualWorks
    VisualWorks is a prominent commercial implementation of the Smalltalk programming language, known for its powerful development environment and cross-platform capabilities.
  • C. Eiffel Software
    Eiffel Software is a software company best known for developing the Eiffel programming language and tools that emphasize object-oriented design and software reliability.
  • D. Paillant
    Paillant is a commune located within Haiti’s Nippes Department, known as one of the rural settlements in the southwestern part of the country.
  • E. Codership
    Codership is a software company best known for creating the Galera Cluster synchronous multi-master replication technology for MySQL and related databases.
  • 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_69d6ada0640c81908c061d7fb3d47786 completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d94d7f2fd08190ab959742dbd8f9c0 completed April 10, 2026, 7:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6349d29c481909a37fd386cc06575 completed May 2, 2026, 5:30 p.m.
NEDg Description generation batch_69f635c3782c8190ad9a1f7e3aa9748a completed May 2, 2026, 5:34 p.m.
NED2 Entity disambiguation (via description) batch_69f636d9e13881908d3d08c6cf954304 completed May 2, 2026, 5:39 p.m.
Created at: April 8, 2026, 9:55 p.m.