Triple

T18800658
Position Surface form Disambiguated ID Type / Status
Subject Amazon EMR E459746 entity
Predicate feature P374 FINISHED
Object EMR File System
EMR File System (EMRFS) is a storage layer for Amazon EMR that lets Hadoop and Spark applications reliably and securely access data in Amazon S3 as if it were a native file system.
E1342476 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: EMR File System | Statement: [Amazon EMR, feature, EMR File System]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: EMR File System
Context triple: [Amazon EMR, feature, EMR File System]
  • A. HDFS
    HDFS (Hadoop Distributed File System) is a fault-tolerant, distributed file system designed to store and manage large volumes of data across clusters of commodity hardware.
  • B. GPFS (IBM Spectrum Scale)
    GPFS (IBM Spectrum Scale) is IBM’s high-performance, scalable clustered file system designed for large-scale data storage and parallel access in enterprise and HPC environments.
  • C. Smart File System (via third-party)
    Smart File System (via third-party) is an advanced journaling file system used on AmigaOS systems, offering improved performance, reliability, and support for large volumes compared to the platform’s older native file systems.
  • D. AdvFS file system
    AdvFS file system is a high-performance, journaling file system developed by Digital Equipment Corporation for its UNIX operating systems, offering advanced features like online defragmentation, flexible storage management, and rapid crash recovery.
  • E. Be File System
    Be File System (BFS) is a 64-bit journaling file system originally developed for BeOS, known for its support of extended attributes and efficient indexing.
  • 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: EMR File System
Triple: [Amazon EMR, feature, EMR File System]
Generated description
EMR File System (EMRFS) is a storage layer for Amazon EMR that lets Hadoop and Spark applications reliably and securely access data in Amazon S3 as if it were a native file system.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: EMR File System
Target entity description: EMR File System (EMRFS) is a storage layer for Amazon EMR that lets Hadoop and Spark applications reliably and securely access data in Amazon S3 as if it were a native file system.
  • A. HDFS
    HDFS (Hadoop Distributed File System) is a fault-tolerant, distributed file system designed to store and manage large volumes of data across clusters of commodity hardware.
  • B. GPFS (IBM Spectrum Scale)
    GPFS (IBM Spectrum Scale) is IBM’s high-performance, scalable clustered file system designed for large-scale data storage and parallel access in enterprise and HPC environments.
  • C. Smart File System (via third-party)
    Smart File System (via third-party) is an advanced journaling file system used on AmigaOS systems, offering improved performance, reliability, and support for large volumes compared to the platform’s older native file systems.
  • D. AdvFS file system
    AdvFS file system is a high-performance, journaling file system developed by Digital Equipment Corporation for its UNIX operating systems, offering advanced features like online defragmentation, flexible storage management, and rapid crash recovery.
  • E. Be File System
    Be File System (BFS) is a 64-bit journaling file system originally developed for BeOS, known for its support of extended attributes and efficient indexing.
  • 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_69e5a02332d88190b68feea7f2f86d06 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.