Triple

T230286
Position Surface form Disambiguated ID Type / Status
Subject Yurii Rubinsky E4395 entity
Predicate coFounded P104 FINISHED
Object SoftQuad Software
SoftQuad Software was a pioneering Canadian software company best known for its early work on SGML and HTML editing tools that helped shape web publishing standards.
E29562 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: SoftQuad Software | Statement: [Yurii Rubinsky, coFounded, SoftQuad Software]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: SoftQuad Software
Context triple: [Yurii Rubinsky, coFounded, SoftQuad Software]
  • A. Kvartal 95 Studio
    Kvartal 95 Studio is a Ukrainian television production and entertainment company best known for its comedy shows and satirical content, including the series "Servant of the People."
  • B. Micros Systems
    Micros Systems was a leading provider of point-of-sale and hospitality management software and hardware solutions for restaurants, hotels, and retail businesses.
  • C. Quadra series
    The Quadra series was a line of high-end Apple Macintosh desktop computers from the early 1990s, known for using Motorola 68040 processors and targeting professional and power users.
  • D. Opera Software
    Opera Software is a Norwegian software company best known for developing the Opera web browser and related internet technologies.
  • E. Software Development Laboratories
    Software Development Laboratories was the original name of the company that later became Oracle Corporation, a major multinational database and enterprise software company.
  • 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: SoftQuad Software
Triple: [Yurii Rubinsky, coFounded, SoftQuad Software]
Generated description
SoftQuad Software was a pioneering Canadian software company best known for its early work on SGML and HTML editing tools that helped shape web publishing standards.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: SoftQuad Software
Target entity description: SoftQuad Software was a pioneering Canadian software company best known for its early work on SGML and HTML editing tools that helped shape web publishing standards.
  • A. Kvartal 95 Studio
    Kvartal 95 Studio is a Ukrainian television production and entertainment company best known for its comedy shows and satirical content, including the series "Servant of the People."
  • B. Micros Systems
    Micros Systems was a leading provider of point-of-sale and hospitality management software and hardware solutions for restaurants, hotels, and retail businesses.
  • C. Quadra series
    The Quadra series was a line of high-end Apple Macintosh desktop computers from the early 1990s, known for using Motorola 68040 processors and targeting professional and power users.
  • D. Opera Software
    Opera Software is a Norwegian software company best known for developing the Opera web browser and related internet technologies.
  • E. Software Development Laboratories
    Software Development Laboratories was the original name of the company that later became Oracle Corporation, a major multinational database and enterprise software company.
  • 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_69a257363ffc81909757bde7ab3404da completed Feb. 28, 2026, 2:47 a.m.
NER Named-entity recognition batch_69a25cac7994819080b0b3b10808f8e5 completed Feb. 28, 2026, 3:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69a35ea326608190be39ec5260c3dac3 completed Feb. 28, 2026, 9:31 p.m.
NEDg Description generation batch_69a35f0007208190acdfc17cd4bdf9b7 completed Feb. 28, 2026, 9:32 p.m.
NED2 Entity disambiguation (via description) batch_69a35f8565e081908ad0853151b57eba completed Feb. 28, 2026, 9:35 p.m.
Created at: Feb. 28, 2026, 2:53 a.m.