Triple
T14538427
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | G1 GC |
E341109
|
entity |
| Predicate | comparedWith |
P278
|
FINISHED |
| Object |
CMS (Concurrent Mark-Sweep) GC
CMS (Concurrent Mark-Sweep) GC is a low-pause, mostly concurrent garbage collector in the Java HotSpot VM that was designed to minimize application stop-the-world times by performing most of its work alongside running application threads.
|
E1103953
|
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: CMS (Concurrent Mark-Sweep) GC | Statement: [G1 GC, comparedWith, CMS (Concurrent Mark-Sweep) GC]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: CMS (Concurrent Mark-Sweep) GC Context triple: [G1 GC, comparedWith, CMS (Concurrent Mark-Sweep) GC]
-
A.
G1 GC
G1 GC is a server-style garbage collector for the HotSpot JVM designed to provide predictable, low-pause-time memory management by partitioning the heap into regions and collecting them incrementally.
-
B.
SGen (generational garbage collector)
SGen is a generational garbage collector used by the Mono runtime to improve memory management performance and reduce pause times for managed applications.
-
C.
Parallel GC
Parallel GC is a throughput-oriented garbage collector in the HotSpot JVM that uses multiple threads to perform stop-the-world garbage collection, aiming to maximize application performance on multi-core systems.
-
D.
Serial GC
Serial GC is a simple, single-threaded garbage collector in the HotSpot JVM designed primarily for small applications or environments with limited CPU resources.
-
E.
ZGC
ZGC is a low-latency, scalable garbage collector for the HotSpot JVM designed to handle very large heaps with minimal pause times.
- 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: CMS (Concurrent Mark-Sweep) GC Triple: [G1 GC, comparedWith, CMS (Concurrent Mark-Sweep) GC]
Generated description
CMS (Concurrent Mark-Sweep) GC is a low-pause, mostly concurrent garbage collector in the Java HotSpot VM that was designed to minimize application stop-the-world times by performing most of its work alongside running application threads.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: CMS (Concurrent Mark-Sweep) GC Target entity description: CMS (Concurrent Mark-Sweep) GC is a low-pause, mostly concurrent garbage collector in the Java HotSpot VM that was designed to minimize application stop-the-world times by performing most of its work alongside running application threads.
-
A.
G1 GC
G1 GC is a server-style garbage collector for the HotSpot JVM designed to provide predictable, low-pause-time memory management by partitioning the heap into regions and collecting them incrementally.
-
B.
SGen (generational garbage collector)
SGen is a generational garbage collector used by the Mono runtime to improve memory management performance and reduce pause times for managed applications.
-
C.
Parallel GC
Parallel GC is a throughput-oriented garbage collector in the HotSpot JVM that uses multiple threads to perform stop-the-world garbage collection, aiming to maximize application performance on multi-core systems.
-
D.
Serial GC
Serial GC is a simple, single-threaded garbage collector in the HotSpot JVM designed primarily for small applications or environments with limited CPU resources.
-
E.
ZGC
ZGC is a low-latency, scalable garbage collector for the HotSpot JVM designed to handle very large heaps with minimal pause times.
- 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_69d822dac79c8190a84a073f3cbaced5 |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69deb1bb90008190947ac0961393446d |
completed | April 14, 2026, 9:29 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd7a5cca788190aa8762d860c78721 |
completed | May 8, 2026, 5:53 a.m. |
| NEDg | Description generation | batch_69fd7b1452d48190b95187cc6b6e5b6a |
completed | May 8, 2026, 5:56 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd7b9387988190abb20ea06c04d6cc |
completed | May 8, 2026, 5:58 a.m. |
Created at: April 10, 2026, 1:22 a.m.