Triple

T14394418
Position Surface form Disambiguated ID Type / Status
Subject Java bytecode E356918 entity
Predicate tooling P4791 FINISHED
Object Javassist
Javassist is a Java library that enables runtime or load-time editing and generation of Java bytecode, often used for dynamic proxies, instrumentation, and framework development.
 E1096560 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: Javassist | Statement: [Java bytecode, tooling, Javassist]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Javassist
Context triple: [Java bytecode, tooling, Javassist]
  • A. Java bytecode
    Java bytecode is the platform-independent, low-level instruction set into which Java source code is compiled for execution by the Java Virtual Machine.
  • B. javah
    javah is a Java tool that generates C header and source files from compiled Java classes for use with native methods via the Java Native Interface (JNI).
  • C. javap
    javap is a Java class file disassembler tool that displays the bytecode and other low-level details of compiled Java classes.
  • D. Java Native Interface (JNI)
    Java Native Interface (JNI) is a programming framework that allows Java code running in a JVM to call and be called by native applications and libraries written in languages like C and C++.
  • E. javac
    javac is the standard Java programming language compiler that translates Java source code into Java bytecode for the Java Virtual Machine.
  • 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: Javassist
Triple: [Java bytecode, tooling, Javassist]
Generated description
Javassist is a Java library that enables runtime or load-time editing and generation of Java bytecode, often used for dynamic proxies, instrumentation, and framework development.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Javassist
Target entity description: Javassist is a Java library that enables runtime or load-time editing and generation of Java bytecode, often used for dynamic proxies, instrumentation, and framework development.
  • A. Java bytecode
    Java bytecode is the platform-independent, low-level instruction set into which Java source code is compiled for execution by the Java Virtual Machine.
  • B. javah
    javah is a Java tool that generates C header and source files from compiled Java classes for use with native methods via the Java Native Interface (JNI).
  • C. javap
    javap is a Java class file disassembler tool that displays the bytecode and other low-level details of compiled Java classes.
  • D. Java Native Interface (JNI)
    Java Native Interface (JNI) is a programming framework that allows Java code running in a JVM to call and be called by native applications and libraries written in languages like C and C++.
  • E. javac
    javac is the standard Java programming language compiler that translates Java source code into Java bytecode for the Java Virtual Machine.
  • 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_69d827927c988190ad98bb0360981783 completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de902d114881908a8f3c01b3c6d309 completed April 14, 2026, 7:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd551b006c8190b84449f2e2b59b62 completed May 8, 2026, 3:14 a.m.
NEDg Description generation batch_69fd55d90ed08190b6a0184715f39ff4 completed May 8, 2026, 3:17 a.m.
NED2 Entity disambiguation (via description) batch_69fd565d32fc8190acc1e733537a23cb completed May 8, 2026, 3:19 a.m.
Created at: April 10, 2026, 1:16 a.m.