Triple

T8681912
Position Surface form Disambiguated ID Type / Status
Subject Qt E206057 entity
Predicate originalDeveloper P184 FINISHED
Object Quasar Technologies
Quasar Technologies is the company that originally developed the Qt application development framework, widely used for creating cross-platform software.
 E751190 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: Quasar Technologies | Statement: [Qt, originalDeveloper, Quasar Technologies]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Quasar Technologies
Context triple: [Qt, originalDeveloper, Quasar Technologies]
  • A. Sostrata
    Sostrata is a character in Niccolò Machiavelli’s comedic play "The Mandrake," depicted as the mother of Lucrezia and a figure entangled in the play’s schemes surrounding fertility and deception.
  • B. Amoeba Technologies
    Amoeba Technologies is a technology company whose board has included noted innovation and organizational learning expert John Seely Brown.
  • C. Radiance Technologies
    Radiance Technologies is a U.S.-based defense and intelligence contractor specializing in advanced engineering, cybersecurity, and sensor solutions for government and military customers.
  • D. Omni-Tech
    Omni-Tech is Columbia Sportswear’s proprietary waterproof-breathable fabric technology designed to keep wearers dry and comfortable in harsh weather conditions.
  • E. SIGA Technologies
    SIGA Technologies is a pharmaceutical company specializing in the development of antiviral treatments, particularly for smallpox and other orthopoxvirus infections.
  • 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: Quasar Technologies
Triple: [Qt, originalDeveloper, Quasar Technologies]
Generated description
Quasar Technologies is the company that originally developed the Qt application development framework, widely used for creating cross-platform software.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Quasar Technologies
Target entity description: Quasar Technologies is the company that originally developed the Qt application development framework, widely used for creating cross-platform software.
  • A. Sostrata
    Sostrata is a character in Niccolò Machiavelli’s comedic play "The Mandrake," depicted as the mother of Lucrezia and a figure entangled in the play’s schemes surrounding fertility and deception.
  • B. Amoeba Technologies
    Amoeba Technologies is a technology company whose board has included noted innovation and organizational learning expert John Seely Brown.
  • C. Radiance Technologies
    Radiance Technologies is a U.S.-based defense and intelligence contractor specializing in advanced engineering, cybersecurity, and sensor solutions for government and military customers.
  • D. Omni-Tech
    Omni-Tech is Columbia Sportswear’s proprietary waterproof-breathable fabric technology designed to keep wearers dry and comfortable in harsh weather conditions.
  • E. SIGA Technologies
    SIGA Technologies is a pharmaceutical company specializing in the development of antiviral treatments, particularly for smallpox and other orthopoxvirus infections.
  • 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_69ca835379688190aa06b9d98e684d58 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc4ae82e508190b0243328e98fcb1d completed March 31, 2026, 10:30 p.m.
NED1 Entity disambiguation (via context triple) batch_69cef3b9fb848190b7126f8f6a1ba76f completed April 2, 2026, 10:54 p.m.
NEDg Description generation batch_69cef521010081908815779c0bd2aac9 completed April 2, 2026, 11 p.m.
NED2 Entity disambiguation (via description) batch_69cef727ea088190bf40eaf5424ae864 completed April 2, 2026, 11:09 p.m.
Created at: March 30, 2026, 6:32 p.m.