Triple

T14343948
Position Surface form Disambiguated ID Type / Status
Subject Azul Systems E355666 entity
Predicate product P490 FINISHED
Object ReadyNow technology
ReadyNow technology is a performance-optimization solution from Azul Systems that reduces Java application warm-up time and improves startup consistency by leveraging pre-compiled and profile-guided optimizations.
E1094435 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: ReadyNow technology | Statement: [Azul Systems, product, ReadyNow technology]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: ReadyNow technology
Context triple: [Azul Systems, product, ReadyNow technology]
  • A. StaR technology
    StaR technology is a proprietary platform developed by Heptares Therapeutics for stabilizing G protein–coupled receptors (GPCRs) to enable their detailed structural analysis and use in structure-based drug discovery.
  • B. Efficeon
    Efficeon is a family of low-power, x86-compatible microprocessors developed by Transmeta as the successor to its Crusoe line, aimed primarily at mobile and embedded computing devices.
  • C. SIGA Technologies
    SIGA Technologies is a pharmaceutical company specializing in the development of antiviral treatments, particularly for smallpox and other orthopoxvirus infections.
  • D. Rapid 6
    Rapid 6 is a Culver CityBus express route in the Los Angeles area designed to provide faster, limited-stop service along a major transit corridor.
  • E. Multitech
    Multitech was the original name of Acer, a Taiwanese multinational technology company known for manufacturing computers, laptops, and related electronics.
  • 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: ReadyNow technology
Triple: [Azul Systems, product, ReadyNow technology]
Generated description
ReadyNow technology is a performance-optimization solution from Azul Systems that reduces Java application warm-up time and improves startup consistency by leveraging pre-compiled and profile-guided optimizations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: ReadyNow technology
Target entity description: ReadyNow technology is a performance-optimization solution from Azul Systems that reduces Java application warm-up time and improves startup consistency by leveraging pre-compiled and profile-guided optimizations.
  • A. StaR technology
    StaR technology is a proprietary platform developed by Heptares Therapeutics for stabilizing G protein–coupled receptors (GPCRs) to enable their detailed structural analysis and use in structure-based drug discovery.
  • B. Efficeon
    Efficeon is a family of low-power, x86-compatible microprocessors developed by Transmeta as the successor to its Crusoe line, aimed primarily at mobile and embedded computing devices.
  • C. SIGA Technologies
    SIGA Technologies is a pharmaceutical company specializing in the development of antiviral treatments, particularly for smallpox and other orthopoxvirus infections.
  • D. Rapid 6
    Rapid 6 is a Culver CityBus express route in the Los Angeles area designed to provide faster, limited-stop service along a major transit corridor.
  • E. Multitech
    Multitech was the original name of Acer, a Taiwanese multinational technology company known for manufacturing computers, laptops, and related electronics.
  • 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_69d82790a7e08190877e2d349b2e8d8e completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de8e89ed9c8190acdb647ee618e919 completed April 14, 2026, 6:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd469d899081909103563f209dd944 completed May 8, 2026, 2:12 a.m.
NEDg Description generation batch_69fd47fa764c8190b1d691f5847b7a05 completed May 8, 2026, 2:18 a.m.
NED2 Entity disambiguation (via description) batch_69fd492226888190a014b23e506ab19c completed May 8, 2026, 2:23 a.m.
Created at: April 10, 2026, 1:14 a.m.