Triple

T4275970
Position Surface form Disambiguated ID Type / Status
Subject IronPython E97047 entity
Predicate maintainerOrganization P55130 FINISHED
Object IronLanguages project
The IronLanguages project is an open-source initiative that develops and maintains .NET implementations of dynamic programming languages such as IronPython and IronRuby.
E426595 NE FINISHED

How this triple was built (5 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: IronLanguages project | Statement: [IronPython, maintainerOrganization, IronLanguages project]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: IronLanguages project
Context triple: [IronPython, maintainerOrganization, IronLanguages project]
  • A. Mono language
    Mono language is a Native American Uto-Aztecan language traditionally spoken by the Mono people of eastern California.
  • B. Voltaic languages
    Voltaic languages are a branch of the Niger-Congo language family spoken primarily in West Africa, especially in countries like Burkina Faso, Ghana, and Togo.
  • C. Eiffel programming language
    Eiffel is an object-oriented programming language designed by Bertrand Meyer that emphasizes software correctness through features like Design by Contract and strong support for modular, reusable code.
  • D. Archi language
    The Archi language is a highly complex, morphologically rich Northeast Caucasian language spoken by a small community in southern Dagestan, Russia.
  • E. Nupoid languages
    Nupoid languages are a subgroup of the Volta–Niger branch of the Niger–Congo language family spoken primarily in central Nigeria, including the Nupe language and its close relatives.
  • 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: IronLanguages project
Triple: [IronPython, maintainerOrganization, IronLanguages project]
Generated description
The IronLanguages project is an open-source initiative that develops and maintains .NET implementations of dynamic programming languages such as IronPython and IronRuby.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: IronLanguages project
Target entity description: The IronLanguages project is an open-source initiative that develops and maintains .NET implementations of dynamic programming languages such as IronPython and IronRuby.
  • A. Mono language
    Mono language is a Native American Uto-Aztecan language traditionally spoken by the Mono people of eastern California.
  • B. Voltaic languages
    Voltaic languages are a branch of the Niger-Congo language family spoken primarily in West Africa, especially in countries like Burkina Faso, Ghana, and Togo.
  • C. Eiffel programming language
    Eiffel is an object-oriented programming language designed by Bertrand Meyer that emphasizes software correctness through features like Design by Contract and strong support for modular, reusable code.
  • D. Archi language
    The Archi language is a highly complex, morphologically rich Northeast Caucasian language spoken by a small community in southern Dagestan, Russia.
  • E. Nupoid languages
    Nupoid languages are a subgroup of the Volta–Niger branch of the Niger–Congo language family spoken primarily in central Nigeria, including the Nupe language and its close relatives.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: maintainerOrganization
Context triple: [IronPython, maintainerOrganization, IronLanguages project]
  • A. contributingOrganization
    Indicates an organization that plays a role in creating, supporting, or otherwise contributing to the production or provision of something.
  • B. originallyMaintainedBy
    Indicates that an entity was first managed, supported, or kept in working order by a particular agent or organization, regardless of who maintains it later.
  • C. foundingOrganization
    Indicates the organization that established or created another entity, such as a company, institution, or project.
  • D. introducedOrganization
    Indicates that one entity caused or facilitated the first formal appearance or presentation of an organization to another context, audience, or system.
  • E. targetOrganization
    Indicates that one entity is the organization that is the focus, recipient, or primary subject of another entity’s action, service, or relationship.
  • F. None of above. chosen

Provenance (7 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_69b34544be3c819084d1ab82d29f90c5 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b3501d677481909e7416a1d2b0008c completed March 12, 2026, 11:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5b7b3b52c8190ae7c05448faf5558 completed March 14, 2026, 7:32 p.m.
NEDg Description generation batch_69b5b95083088190b0c993fa2fbc954c completed March 14, 2026, 7:38 p.m.
NED2 Entity disambiguation (via description) batch_69b5b9b8afcc8190822cfd560d064590 completed March 14, 2026, 7:40 p.m.
PD Predicate disambiguation batch_69b347faa45481908c19c29fb906dc92 completed March 12, 2026, 11:10 p.m.
PDg Predicate description generation batch_69b34e0606488190baadf469a1afc3c2 completed March 12, 2026, 11:36 p.m.
Created at: March 12, 2026, 11:07 p.m.