Triple

T7985899
Position Surface form Disambiguated ID Type / Status
Subject Apache Flume E185680 entity
Predicate supports P516 FINISHED
Object HDFS Sink
HDFS Sink is a Flume component that reliably delivers streaming data into Hadoop Distributed File System for scalable storage and processing.
 E185680 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: HDFS Sink | Statement: [Apache Flume, supports, HDFS Sink]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: HDFS Sink
Context triple: [Apache Flume, supports, HDFS Sink]
  • 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. Apache Flume
    Apache Flume is a distributed, reliable, and available service for efficiently collecting, aggregating, and moving large amounts of log and event data into Hadoop and other data stores.
  • C. Apache Parquet
    Apache Parquet is a columnar storage file format optimized for efficient data compression and query performance in big data processing frameworks such as Apache Hadoop and Apache Spark.
  • D. Flume Cascade
    Flume Cascade is a scenic mountain waterfall located within Crawford Notch in New Hampshire’s White Mountains.
  • E. Apache Sqoop
    Apache Sqoop is an open-source tool designed for efficiently transferring bulk data between Apache Hadoop and structured datastores such as relational databases.
  • 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: HDFS Sink
Triple: [Apache Flume, supports, HDFS Sink]
Generated description
HDFS Sink is a Flume component that reliably delivers streaming data into Hadoop Distributed File System for scalable storage and processing.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: HDFS Sink
Target entity description: HDFS Sink is a Flume component that reliably delivers streaming data into Hadoop Distributed File System for scalable storage and processing.
  • 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. Apache Flume chosen
    Apache Flume is a distributed, reliable, and available service for efficiently collecting, aggregating, and moving large amounts of log and event data into Hadoop and other data stores.
  • C. Apache Parquet
    Apache Parquet is a columnar storage file format optimized for efficient data compression and query performance in big data processing frameworks such as Apache Hadoop and Apache Spark.
  • D. Flume Cascade
    Flume Cascade is a scenic mountain waterfall located within Crawford Notch in New Hampshire’s White Mountains.
  • E. Apache Sqoop
    Apache Sqoop is an open-source tool designed for efficiently transferring bulk data between Apache Hadoop and structured datastores such as relational databases.
  • F. None of above.

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_69ca829a2cfc819083d591d58ec04075 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb3c4b87e48190a797f5363c8f0a04 completed March 31, 2026, 3:15 a.m.
NED1 Entity disambiguation (via context triple) batch_69cbe0e6f3c48190a0132fa90eec6420 completed March 31, 2026, 2:57 p.m.
NEDg Description generation batch_69cbe43e47048190a0044477f88de5d0 completed March 31, 2026, 3:11 p.m.
NED2 Entity disambiguation (via description) batch_69cc0d60254c819087d1de7ca6ea554b completed March 31, 2026, 6:07 p.m.
Created at: March 30, 2026, 5:15 p.m.