Triple

T10020051
Position Surface form Disambiguated ID Type / Status
Subject Java Naming and Directory Interface E200589 entity
Predicate hasConcept P531 FINISHED
Object InitialContext
InitialContext is the primary JNDI class that provides the starting point for performing naming and directory operations in Java applications.
 E836369 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: InitialContext | Statement: [Java Naming and Directory Interface, hasConcept, InitialContext]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: InitialContext
Context triple: [Java Naming and Directory Interface, hasConcept, InitialContext]
  • A. Java Naming and Directory Interface
    Java Naming and Directory Interface (JNDI) is a Java API that provides a unified interface for accessing naming and directory services, enabling applications to look up and manage resources such as EJBs, JDBC data sources, and environment entries.
  • B. IIOP
    IIOP (Internet Inter-ORB Protocol) is a network protocol used by CORBA to enable communication between distributed objects across different platforms and programming languages.
  • C. Object Naming Service (ONS)
    Object Naming Service (ONS) is an EPCglobal network service that maps Electronic Product Codes (EPCs) to internet resources, enabling discovery of detailed information about tagged objects.
  • D. Initial Connection Protocol
    Initial Connection Protocol was an early ARPANET protocol that established and managed initial communication sessions between host computers in the precursor to the modern internet.
  • E. Connexxion
    Connexxion is a major Dutch public transport company that operates regional and urban bus services across the Netherlands.
  • 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: InitialContext
Triple: [Java Naming and Directory Interface, hasConcept, InitialContext]
Generated description
InitialContext is the primary JNDI class that provides the starting point for performing naming and directory operations in Java applications.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: InitialContext
Target entity description: InitialContext is the primary JNDI class that provides the starting point for performing naming and directory operations in Java applications.
  • A. Java Naming and Directory Interface
    Java Naming and Directory Interface (JNDI) is a Java API that provides a unified interface for accessing naming and directory services, enabling applications to look up and manage resources such as EJBs, JDBC data sources, and environment entries.
  • B. IIOP
    IIOP (Internet Inter-ORB Protocol) is a network protocol used by CORBA to enable communication between distributed objects across different platforms and programming languages.
  • C. Object Naming Service (ONS)
    Object Naming Service (ONS) is an EPCglobal network service that maps Electronic Product Codes (EPCs) to internet resources, enabling discovery of detailed information about tagged objects.
  • D. Initial Connection Protocol
    Initial Connection Protocol was an early ARPANET protocol that established and managed initial communication sessions between host computers in the precursor to the modern internet.
  • E. Connexxion
    Connexxion is a major Dutch public transport company that operates regional and urban bus services across the Netherlands.
  • 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_69ca831c45f08190ac1505cc15076608 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cdcd777b208190ad75eac79eec0c2f completed April 2, 2026, 1:59 a.m.
NED1 Entity disambiguation (via context triple) batch_69d26aaa38188190aed8c18eccd8a79d completed April 5, 2026, 1:59 p.m.
NEDg Description generation batch_69d26b84271881909c3a1b8a05e2c8a2 completed April 5, 2026, 2:02 p.m.
NED2 Entity disambiguation (via description) batch_69d26f50dc008190866f0ba45b671560 completed April 5, 2026, 2:18 p.m.
Created at: March 30, 2026, 8:53 p.m.