Triple
T18799736
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | PyQt5 |
E459729
|
entity |
| Predicate | maintainedBy |
P86
|
FINISHED |
| Object |
Riverbank Computing
Riverbank Computing is a software company best known for developing and maintaining the PyQt set of Python bindings for the Qt application framework.
|
E1342445
|
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: Riverbank Computing | Statement: [PyQt5, maintainedBy, Riverbank Computing]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Riverbank Computing Context triple: [PyQt5, maintainedBy, Riverbank Computing]
-
A.
Syntrillium Software
Syntrillium Software was a software company best known for creating the audio editing program Cool Edit, which later evolved into Adobe Audition after Adobe acquired the firm.
-
B.
Tokutek
Tokutek was a software company best known for creating high-performance storage engines for MySQL and MariaDB, particularly the fractal tree–based TokuDB.
-
C.
Avalanche Software
Avalanche Software is an American video game development studio best known for creating titles such as Disney Infinity and Hogwarts Legacy.
-
D.
Kano Computing
Kano Computing is a British technology company known for creating accessible, modular computing kits and devices that teach coding and digital skills, including co-developing the Stem Player music device.
-
E.
Codership
Codership is a software company best known for creating the Galera Cluster synchronous multi-master replication technology for MySQL and related 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: Riverbank Computing Triple: [PyQt5, maintainedBy, Riverbank Computing]
Generated description
Riverbank Computing is a software company best known for developing and maintaining the PyQt set of Python bindings for the Qt application framework.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Riverbank Computing Target entity description: Riverbank Computing is a software company best known for developing and maintaining the PyQt set of Python bindings for the Qt application framework.
-
A.
Syntrillium Software
Syntrillium Software was a software company best known for creating the audio editing program Cool Edit, which later evolved into Adobe Audition after Adobe acquired the firm.
-
B.
Tokutek
Tokutek was a software company best known for creating high-performance storage engines for MySQL and MariaDB, particularly the fractal tree–based TokuDB.
-
C.
Avalanche Software
Avalanche Software is an American video game development studio best known for creating titles such as Disney Infinity and Hogwarts Legacy.
-
D.
Kano Computing
Kano Computing is a British technology company known for creating accessible, modular computing kits and devices that teach coding and digital skills, including co-developing the Stem Player music device.
-
E.
Codership
Codership is a software company best known for creating the Galera Cluster synchronous multi-master replication technology for MySQL and related databases.
- 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_69d8d398c7d4819091cb2f7e48948aeb |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e5a02273b481909bc250144a0ace32 |
completed | April 20, 2026, 3:40 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a054723def4819097961a04087a54a3 |
completed | May 14, 2026, 3:53 a.m. |
| NEDg | Description generation | batch_6a0549358ba081909eb649898d1b3a8a |
completed | May 14, 2026, 4:01 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0549c825f481909d2da63688b36186 |
completed | May 14, 2026, 4:04 a.m. |
Created at: April 10, 2026, 11:53 a.m.