Triple
T2716463
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | LLVM |
E59978
|
entity |
| Predicate | hasComponent |
P35
|
FINISHED |
| Object |
libFuzzer
libFuzzer is a coverage-guided fuzz testing engine for finding security and reliability bugs in software by repeatedly mutating inputs to target code.
|
E59978
|
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: libFuzzer | Statement: [LLVM, hasComponent, libFuzzer]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: libFuzzer Context triple: [LLVM, hasComponent, libFuzzer]
-
A.
Bytecode Alliance
Bytecode Alliance is a nonprofit industry consortium focused on advancing secure, modular, and portable software through technologies built around WebAssembly.
-
B.
Ettercap
Ettercap is a network security tool used for sniffing, intercepting, and manipulating traffic on local area networks, commonly employed for man-in-the-middle attacks and protocol analysis.
-
C.
OWASP ZAP
OWASP ZAP (Zed Attack Proxy) is an open-source web application security testing tool used to find vulnerabilities in web applications.
-
D.
LLVM
LLVM is a modular, reusable compiler and toolchain infrastructure project widely used for building language frontends, optimizers, and backends for diverse hardware architectures.
-
E.
Framework for Integrated Test (FIT)
Framework for Integrated Test (FIT) is an early agile testing framework that lets customers, testers, and developers collaboratively define and automatically execute executable specifications using simple, table-based documents.
- 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: libFuzzer Triple: [LLVM, hasComponent, libFuzzer]
Generated description
libFuzzer is a coverage-guided fuzz testing engine for finding security and reliability bugs in software by repeatedly mutating inputs to target code.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: libFuzzer Target entity description: libFuzzer is a coverage-guided fuzz testing engine for finding security and reliability bugs in software by repeatedly mutating inputs to target code.
-
A.
Bytecode Alliance
Bytecode Alliance is a nonprofit industry consortium focused on advancing secure, modular, and portable software through technologies built around WebAssembly.
-
B.
Ettercap
Ettercap is a network security tool used for sniffing, intercepting, and manipulating traffic on local area networks, commonly employed for man-in-the-middle attacks and protocol analysis.
-
C.
OWASP ZAP
OWASP ZAP (Zed Attack Proxy) is an open-source web application security testing tool used to find vulnerabilities in web applications.
-
D.
LLVM
chosen
LLVM is a modular, reusable compiler and toolchain infrastructure project widely used for building language frontends, optimizers, and backends for diverse hardware architectures.
-
E.
Framework for Integrated Test (FIT)
Framework for Integrated Test (FIT) is an early agile testing framework that lets customers, testers, and developers collaboratively define and automatically execute executable specifications using simple, table-based documents.
- F. None of above.
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_69ab4ac92a088190bc74bca14038e3de |
completed | March 6, 2026, 9:44 p.m. |
| NER | Named-entity recognition | batch_69abda964d4881908179b2a1b16411e4 |
completed | March 7, 2026, 7:58 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afb68c3ccc81909995d17651af27ed |
completed | March 10, 2026, 6:13 a.m. |
| NEDg | Description generation | batch_69afb77f60c08190928bd6a79fc82e8b |
completed | March 10, 2026, 6:17 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69afb8205840819084ede24192bb0aa3 |
completed | March 10, 2026, 6:20 a.m. |
Created at: March 6, 2026, 9:55 p.m.