Triple
T7985522
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | MapReduce |
E185673
|
entity |
| Predicate | influenced |
P9
|
FINISHED |
| Object |
FlumeJava
FlumeJava is a Java-based library from Google for building, optimizing, and running large-scale data-parallel pipelines, later inspiring systems like Apache Beam.
|
E702188
|
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: FlumeJava | Statement: [MapReduce, influenced, FlumeJava]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: FlumeJava Context triple: [MapReduce, influenced, FlumeJava]
-
A.
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.
-
B.
Flume Cascade
Flume Cascade is a scenic mountain waterfall located within Crawford Notch in New Hampshire’s White Mountains.
-
C.
Flume
"Flume" is a song by Bon Iver, featured as one of the tracks on his critically acclaimed debut album *For Emma, Forever Ago*.
-
D.
Flume
Flume is an Australian electronic music producer and DJ known for pioneering a distinctive future bass sound and achieving international acclaim with his innovative productions and remixes.
-
E.
Fluentd
Fluentd is an open-source data collector that unifies the logging layer by collecting, filtering, and forwarding logs from various sources to multiple destinations in cloud-native environments.
- 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: FlumeJava Triple: [MapReduce, influenced, FlumeJava]
Generated description
FlumeJava is a Java-based library from Google for building, optimizing, and running large-scale data-parallel pipelines, later inspiring systems like Apache Beam.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: FlumeJava Target entity description: FlumeJava is a Java-based library from Google for building, optimizing, and running large-scale data-parallel pipelines, later inspiring systems like Apache Beam.
-
A.
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.
-
B.
Flume Cascade
Flume Cascade is a scenic mountain waterfall located within Crawford Notch in New Hampshire’s White Mountains.
-
C.
Flume
"Flume" is a song by Bon Iver, featured as one of the tracks on his critically acclaimed debut album *For Emma, Forever Ago*.
-
D.
Flume
Flume is an Australian electronic music producer and DJ known for pioneering a distinctive future bass sound and achieving international acclaim with his innovative productions and remixes.
-
E.
Fluentd
Fluentd is an open-source data collector that unifies the logging layer by collecting, filtering, and forwarding logs from various sources to multiple destinations in cloud-native environments.
- 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_69ca829a2cfc819083d591d58ec04075 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb3c4a55b881909a96133e56c0dffa |
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.