Triple

T1647848
Position Surface form Disambiguated ID Type / Status
Subject Hadoop E35621 entity
Predicate resourceManagementLayer P3274 FINISHED
Object YARN E185672 NE FINISHED

How this triple was built (3 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: YARN | Statement: [Hadoop, resourceManagementLayer, YARN]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: YARN
Context triple: [Hadoop, resourceManagementLayer, YARN]
  • A. YARN chosen
    YARN (Yet Another Resource Negotiator) is Hadoop’s cluster resource management and job scheduling framework that coordinates and allocates system resources for distributed data processing applications.
  • B. yarn
    Yarn is a fast, reliable JavaScript package manager that serves as an alternative to npm for managing project dependencies.
  • C. Hadoop
    Hadoop is an open-source framework that enables distributed storage and parallel processing of large data sets across clusters of commodity hardware.
  • D. Yarn 1 (Classic)
    Yarn 1 (Classic) is the original stable release line of the Yarn JavaScript package manager, known for its fast, reliable dependency installation and lockfile-based reproducible builds.
  • E. Apache Oozie
    Apache Oozie is a workflow scheduler system designed to manage and coordinate Hadoop jobs such as MapReduce, Pig, and Hive in complex data processing pipelines.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: resourceManagementLayer
Context triple: [Hadoop, resourceManagementLayer, YARN]
  • A. infrastructureManager
    Indicates a relationship where one entity is responsible for overseeing, maintaining, or administering the infrastructure of another entity or system.
  • B. riskManagedBy
    Indicates that the potential or identified risk is controlled, mitigated, or overseen through the actions, policies, or responsibilities of a specified managing entity.
  • C. managedAs
    Indicates that one entity is administered, controlled, or handled in the same way or under the same policies, procedures, or classification as another entity.
  • D. riskManagement
    Indicates the implementation of strategies and actions to identify, assess, and mitigate potential risks associated with an entity or activity.
  • E. operationalLayer chosen
    Indicates that one entity functions as an operational layer or level through which another entity’s activities, processes, or services are executed or managed.
  • F. None of above.

Provenance (4 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_69a8860568888190a32cd9f70acbba42 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69aaa0fbe984819084f8daee81ca9b67 completed March 6, 2026, 9:40 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad681db3408190a3b469e319486419 completed March 8, 2026, 12:14 p.m.
PD Predicate disambiguation batch_69a907ce4dd881909168a1e99505d4ec completed March 5, 2026, 4:34 a.m.
Created at: March 4, 2026, 7:29 p.m.