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.