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.