Triple
T7984848
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Apache Spark |
E185661
|
entity |
| Predicate | provides |
P490
|
FINISHED |
| Object |
Tungsten execution engine
Tungsten execution engine is a low-level, memory- and CPU-optimized execution backend in Apache Spark designed to significantly improve performance of data processing workloads.
|
E705280
|
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: Tungsten execution engine | Statement: [Apache Spark, provides, Tungsten execution engine]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tungsten execution engine Context triple: [Apache Spark, provides, Tungsten execution engine]
-
A.
Cranelift code generator (as part of Wasmtime ecosystem)
Cranelift is a fast, modular, and embeddable code generator within the Wasmtime WebAssembly runtime ecosystem, designed by the Bytecode Alliance to efficiently compile WebAssembly and other languages to native machine code.
-
B.
SPICE in-memory engine
SPICE in-memory engine is Amazon QuickSight’s high-performance, columnar, in-memory data store designed to enable fast, scalable, and interactive analytics on large datasets.
-
C.
Wasmtime
Wasmtime is a fast, secure, and embeddable WebAssembly runtime designed for running WebAssembly modules outside the browser in various applications and services.
-
D.
Hermes JavaScript engine
Hermes JavaScript engine is a lightweight, high-performance JavaScript engine optimized for running React Native applications on mobile devices.
-
E.
Wasmer runtime
Wasmer runtime is a high-performance, cross-platform WebAssembly runtime that enables running WebAssembly modules on servers, desktops, and embedded systems.
- 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: Tungsten execution engine Triple: [Apache Spark, provides, Tungsten execution engine]
Generated description
Tungsten execution engine is a low-level, memory- and CPU-optimized execution backend in Apache Spark designed to significantly improve performance of data processing workloads.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tungsten execution engine Target entity description: Tungsten execution engine is a low-level, memory- and CPU-optimized execution backend in Apache Spark designed to significantly improve performance of data processing workloads.
-
A.
Cranelift code generator (as part of Wasmtime ecosystem)
Cranelift is a fast, modular, and embeddable code generator within the Wasmtime WebAssembly runtime ecosystem, designed by the Bytecode Alliance to efficiently compile WebAssembly and other languages to native machine code.
-
B.
SPICE in-memory engine
SPICE in-memory engine is Amazon QuickSight’s high-performance, columnar, in-memory data store designed to enable fast, scalable, and interactive analytics on large datasets.
-
C.
Wasmtime
Wasmtime is a fast, secure, and embeddable WebAssembly runtime designed for running WebAssembly modules outside the browser in various applications and services.
-
D.
Hermes JavaScript engine
Hermes JavaScript engine is a lightweight, high-performance JavaScript engine optimized for running React Native applications on mobile devices.
-
E.
Wasmer runtime
Wasmer runtime is a high-performance, cross-platform WebAssembly runtime that enables running WebAssembly modules on servers, desktops, and embedded systems.
- 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_69ca829a2cfc819083d591d58ec04075 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb3c4a55b881909a96133e56c0dffa |
completed | March 31, 2026, 3:15 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cbe0e0b2748190930c22c6157d1b07 |
completed | March 31, 2026, 2:57 p.m. |
| NEDg | Description generation | batch_69cc46c221848190848c7e017e532a16 |
completed | March 31, 2026, 10:12 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cc480d2f40819085046a1d0c9d05e0 |
completed | March 31, 2026, 10:17 p.m. |
Created at: March 30, 2026, 5:15 p.m.