Triple

T9925963
Position Surface form Disambiguated ID Type / Status
Subject HDFS E187921 entity
Predicate storesBlocksOn P63988 FINISHED
Object DataNode
DataNode is a core component of Hadoop's HDFS responsible for storing actual data blocks on local storage and serving read/write requests from clients and the NameNode.
E830288 NE FINISHED

How this triple was built (5 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: DataNode | Statement: [HDFS, storesBlocksOn, DataNode]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: DataNode
Context triple: [HDFS, storesBlocksOn, DataNode]
  • A. Secondary NameNode
    The Secondary NameNode is an auxiliary HDFS service that periodically checkpoints and merges filesystem metadata to help keep the primary NameNode’s namespace image compact and manageable.
  • B. 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.
  • C. Netnod
    Netnod is a Swedish internet infrastructure organization that operates critical core services such as internet exchange points, DNS root server instances, and time and frequency distribution.
  • D. GlusterFS
    GlusterFS is a scalable, distributed file system that aggregates storage resources across multiple servers into a single, networked filesystem.
  • E. Storage Area Network
    A Storage Area Network (SAN) is a high-speed, specialized network that provides block-level access to consolidated storage, enabling servers to share centralized disk resources for improved performance, scalability, and manageability.
  • 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: DataNode
Triple: [HDFS, storesBlocksOn, DataNode]
Generated description
DataNode is a core component of Hadoop's HDFS responsible for storing actual data blocks on local storage and serving read/write requests from clients and the NameNode.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: DataNode
Target entity description: DataNode is a core component of Hadoop's HDFS responsible for storing actual data blocks on local storage and serving read/write requests from clients and the NameNode.
  • A. Secondary NameNode
    The Secondary NameNode is an auxiliary HDFS service that periodically checkpoints and merges filesystem metadata to help keep the primary NameNode’s namespace image compact and manageable.
  • B. 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.
  • C. Netnod
    Netnod is a Swedish internet infrastructure organization that operates critical core services such as internet exchange points, DNS root server instances, and time and frequency distribution.
  • D. GlusterFS
    GlusterFS is a scalable, distributed file system that aggregates storage resources across multiple servers into a single, networked filesystem.
  • E. Storage Area Network
    A Storage Area Network (SAN) is a high-speed, specialized network that provides block-level access to consolidated storage, enabling servers to share centralized disk resources for improved performance, scalability, and manageability.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: storesBlocksOn
Context triple: [HDFS, storesBlocksOn, DataNode]
  • A. storesInterfaceIn
    Indicates that one entity keeps or maintains an interface definition within another entity (such as a container, module, or storage location).
  • B. block
    Indicates preventing or obstructing another entity’s action, movement, or access.
  • C. hasBlock
    Indicates that one entity possesses, contains, or is associated with a specific block or blocking element in relation to another entity.
  • D. canBlock
    Indicates that one entity has the ability or permission to prevent, obstruct, or stop the action or effect of another entity.
  • E. store chosen
    Indicates that one entity keeps or holds another entity in a place or system for future use or access.
  • F. None of above.

Provenance (6 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_69ca82b22a688190b52c75bd48429c10 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cdb599e32c8190ac676fa89c131bb6 completed April 2, 2026, 12:17 a.m.
NED1 Entity disambiguation (via context triple) batch_69d228c23a2c81908fa2cb3a4f90d198 completed April 5, 2026, 9:17 a.m.
NEDg Description generation batch_69d229c0b39081909d2ddb056ddcb7bf completed April 5, 2026, 9:22 a.m.
NED2 Entity disambiguation (via description) batch_69d22a4621488190880c3f4e12c1e5d5 completed April 5, 2026, 9:24 a.m.
PD Predicate disambiguation batch_69cd1d90b8a8819081748f129c0c6ab6 completed April 1, 2026, 1:28 p.m.
Created at: March 30, 2026, 8:43 p.m.