Triple

T10602464
Position Surface form Disambiguated ID Type / Status
Subject Soar cognitive architecture E275783 entity
Predicate hasProgrammingLanguage P1592 FINISHED
Object Soar language
Soar language is a specialized programming language used to create and manipulate cognitive models within the Soar cognitive architecture.
E874576 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: Soar language | Statement: [Soar cognitive architecture, hasProgrammingLanguage, Soar language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Soar language
Context triple: [Soar cognitive architecture, hasProgrammingLanguage, Soar language]
  • A. Alur language
    The Alur language is a Western Nilotic language spoken primarily by the Alur people of northwestern Uganda and northeastern Democratic Republic of the Congo.
  • B. Pear language
    Pear language is an Austroasiatic language of the Pearic branch spoken by the Pear people of Cambodia and considered highly endangered.
  • C. Phong language
    The Phong language is a lesser-known Vietic language spoken by an ethnic minority community in Laos.
  • D. Cora language
    The Cora language is an indigenous Uto-Aztecan language spoken by the Cora people of western Mexico, particularly in the state of Nayarit.
  • E. Sora language
    Sora language is an Austroasiatic language spoken primarily by the Sora (Saora) tribal communities in eastern India, especially in the states of Odisha and Andhra Pradesh.
  • 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: Soar language
Triple: [Soar cognitive architecture, hasProgrammingLanguage, Soar language]
Generated description
Soar language is a specialized programming language used to create and manipulate cognitive models within the Soar cognitive architecture.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Soar language
Target entity description: Soar language is a specialized programming language used to create and manipulate cognitive models within the Soar cognitive architecture.
  • A. Alur language
    The Alur language is a Western Nilotic language spoken primarily by the Alur people of northwestern Uganda and northeastern Democratic Republic of the Congo.
  • B. Pear language
    Pear language is an Austroasiatic language of the Pearic branch spoken by the Pear people of Cambodia and considered highly endangered.
  • C. Phong language
    The Phong language is a lesser-known Vietic language spoken by an ethnic minority community in Laos.
  • D. Cora language
    The Cora language is an indigenous Uto-Aztecan language spoken by the Cora people of western Mexico, particularly in the state of Nayarit.
  • E. Sora language
    Sora language is an Austroasiatic language spoken primarily by the Sora (Saora) tribal communities in eastern India, especially in the states of Odisha and Andhra Pradesh.
  • 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_69d6aaf948d88190806cc3a8c47a3fb2 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d6ded61d5c8190b13890c964b59949 completed April 8, 2026, 11:03 p.m.
NED1 Entity disambiguation (via context triple) batch_69d95eaffcd0819098e0a06a731b602f completed April 10, 2026, 8:33 p.m.
NEDg Description generation batch_69d961aaf71881908289244e0a490492 completed April 10, 2026, 8:46 p.m.
NED2 Entity disambiguation (via description) batch_69d9623cf54081908abcdc88e13d5176 completed April 10, 2026, 8:49 p.m.
Created at: April 8, 2026, 7:31 p.m.