Triple
T10990952
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Maple |
E259752
|
entity |
| Predicate | developer |
P73
|
FINISHED |
| Object |
Maplesoft
Maplesoft is a software company best known for creating the Maple computer algebra system used for advanced mathematics, engineering, and scientific computing.
|
E898457
|
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: Maplesoft | Statement: [Maple, developer, Maplesoft]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Maplesoft Context triple: [Maple, developer, Maplesoft]
-
A.
Wolfram
Wolfram is a masculine given name of Germanic origin, historically borne by several notable figures including military leaders and scholars.
-
B.
MathWorks
MathWorks is a software company best known for creating MATLAB and Simulink, widely used platforms for numerical computing, simulation, and model-based design in engineering and science.
-
C.
Maxima
Maxima is the first daughter of Facebook co-founder Mark Zuckerberg and philanthropist Priscilla Chan.
-
D.
Symbolics
Symbolics was a pioneering American computer company best known for its Lisp-based workstations and contributions to artificial intelligence hardware and software in the 1980s.
-
E.
Canonical Ltd.
Canonical Ltd. is a UK-based software company best known as the creator and maintainer of the Ubuntu Linux operating system and related open-source technologies.
- 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: Maplesoft Triple: [Maple, developer, Maplesoft]
Generated description
Maplesoft is a software company best known for creating the Maple computer algebra system used for advanced mathematics, engineering, and scientific computing.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Maplesoft Target entity description: Maplesoft is a software company best known for creating the Maple computer algebra system used for advanced mathematics, engineering, and scientific computing.
-
A.
Wolfram
Wolfram is a masculine given name of Germanic origin, historically borne by several notable figures including military leaders and scholars.
-
B.
MathWorks
MathWorks is a software company best known for creating MATLAB and Simulink, widely used platforms for numerical computing, simulation, and model-based design in engineering and science.
-
C.
Maxima
Maxima is the first daughter of Facebook co-founder Mark Zuckerberg and philanthropist Priscilla Chan.
-
D.
Symbolics
Symbolics was a pioneering American computer company best known for its Lisp-based workstations and contributions to artificial intelligence hardware and software in the 1980s.
-
E.
Canonical Ltd.
Canonical Ltd. is a UK-based software company best known as the creator and maintainer of the Ubuntu Linux operating system and related open-source technologies.
- 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_69d6aa8a6a548190a750f944ccdc8064 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d787b8d7088190b7d6b63c3bac4ad1 |
completed | April 9, 2026, 11:04 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e34504ebec8190a78e4795765b0c24 |
completed | April 18, 2026, 8:47 a.m. |
| NEDg | Description generation | batch_69e3556fd3548190a33f04604be947cf |
completed | April 18, 2026, 9:57 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e3593b0f8481909ed7a90f8bb9839d |
completed | April 18, 2026, 10:13 a.m. |
Created at: April 8, 2026, 9:24 p.m.