Triple

T18800071
Position Surface form Disambiguated ID Type / Status
Subject VPC Service Controls E459735 entity
Predicate integratesWith P1075 FINISHED
Object Access Context Manager
Access Context Manager is a Google Cloud service that lets administrators define and enforce fine-grained, context-aware access policies for resources and services.
 E1342459 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: Access Context Manager | Statement: [VPC Service Controls, integratesWith, Access Context Manager]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Access Context Manager
Context triple: [VPC Service Controls, integratesWith, Access Context Manager]
  • A. SecurityContext API
    The SecurityContext API is a Jakarta Security component that provides programmatic access to authentication and authorization information for the currently executing user within a Jakarta EE application.
  • B. AbstractContextManager
    AbstractContextManager is a base class in Python’s contextlib module that provides a standard foundation for creating custom context managers using the with statement.
  • C. SL Access
    SL Access is Stockholm's public transport smart card and ticketing system used for travel on buses, trains, and other SL services.
  • D. Access
    Access is Microsoft's desktop database management system that enables users to create, manage, and analyze relational databases through a graphical interface and integrated tools.
  • E. Access
    Access is an American entertainment news television program that covers celebrity news, interviews, and Hollywood events.
  • 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: Access Context Manager
Triple: [VPC Service Controls, integratesWith, Access Context Manager]
Generated description
Access Context Manager is a Google Cloud service that lets administrators define and enforce fine-grained, context-aware access policies for resources and services.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Access Context Manager
Target entity description: Access Context Manager is a Google Cloud service that lets administrators define and enforce fine-grained, context-aware access policies for resources and services.
  • A. SecurityContext API
    The SecurityContext API is a Jakarta Security component that provides programmatic access to authentication and authorization information for the currently executing user within a Jakarta EE application.
  • B. AbstractContextManager
    AbstractContextManager is a base class in Python’s contextlib module that provides a standard foundation for creating custom context managers using the with statement.
  • C. SL Access
    SL Access is Stockholm's public transport smart card and ticketing system used for travel on buses, trains, and other SL services.
  • D. Access
    Access is Microsoft's desktop database management system that enables users to create, manage, and analyze relational databases through a graphical interface and integrated tools.
  • E. Access
    Access is an American entertainment news television program that covers celebrity news, interviews, and Hollywood events.
  • 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_69d8d398c7d4819091cb2f7e48948aeb completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e5a02273b481909bc250144a0ace32 completed April 20, 2026, 3:40 a.m.
NED1 Entity disambiguation (via context triple) batch_6a054723def4819097961a04087a54a3 completed May 14, 2026, 3:53 a.m.
NEDg Description generation batch_6a0549358ba081909eb649898d1b3a8a completed May 14, 2026, 4:01 a.m.
NED2 Entity disambiguation (via description) batch_6a0549c825f481909d2da63688b36186 completed May 14, 2026, 4:04 a.m.
Created at: April 10, 2026, 11:53 a.m.