Triple
T9810253
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Markus Wenzel |
E238249
|
entity |
| Predicate | developerOf |
P13609
|
FINISHED |
| Object |
Isabelle document preparation system
The Isabelle document preparation system is a tool integrated with the Isabelle proof assistant that supports the structured authoring and typesetting of formal proofs and related documents, typically producing high-quality LaTeX/PDF output.
|
E822913
|
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: Isabelle document preparation system | Statement: [Markus Wenzel, developerOf, Isabelle document preparation system]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Isabelle document preparation system Context triple: [Markus Wenzel, developerOf, Isabelle document preparation system]
-
A.
TeX typesetting system
TeX is a widely influential digital typesetting system created by Donald Knuth, renowned for its precision in mathematical and technical document preparation and its foundational role in modern computer typesetting.
-
B.
LaTeX
LaTeX is a widely used, high-quality typesetting system particularly popular in academia for producing technical and scientific documents with precise control over layout and mathematical notation.
-
C.
LaTeX User’s Guide and Reference Manual
The LaTeX User’s Guide and Reference Manual is a comprehensive book that explains how to use the LaTeX typesetting system, covering both introductory tutorials and detailed reference material for commands and packages.
-
D.
LaTeX Companion
The LaTeX Companion is a comprehensive reference book that explains advanced LaTeX features, packages, and best practices for typesetting professional-quality documents.
-
E.
CWEB literate programming system
The CWEB literate programming system is a software tool created by Donald E. Knuth (with Silvio Levy) that integrates C or C++ source code with richly formatted documentation to produce both compilable programs and high-quality typeset descriptions.
- 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: Isabelle document preparation system Triple: [Markus Wenzel, developerOf, Isabelle document preparation system]
Generated description
The Isabelle document preparation system is a tool integrated with the Isabelle proof assistant that supports the structured authoring and typesetting of formal proofs and related documents, typically producing high-quality LaTeX/PDF output.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Isabelle document preparation system Target entity description: The Isabelle document preparation system is a tool integrated with the Isabelle proof assistant that supports the structured authoring and typesetting of formal proofs and related documents, typically producing high-quality LaTeX/PDF output.
-
A.
TeX typesetting system
TeX is a widely influential digital typesetting system created by Donald Knuth, renowned for its precision in mathematical and technical document preparation and its foundational role in modern computer typesetting.
-
B.
LaTeX
LaTeX is a widely used, high-quality typesetting system particularly popular in academia for producing technical and scientific documents with precise control over layout and mathematical notation.
-
C.
LaTeX User’s Guide and Reference Manual
The LaTeX User’s Guide and Reference Manual is a comprehensive book that explains how to use the LaTeX typesetting system, covering both introductory tutorials and detailed reference material for commands and packages.
-
D.
LaTeX Companion
The LaTeX Companion is a comprehensive reference book that explains advanced LaTeX features, packages, and best practices for typesetting professional-quality documents.
-
E.
CWEB literate programming system
The CWEB literate programming system is a software tool created by Donald E. Knuth (with Silvio Levy) that integrates C or C++ source code with richly formatted documentation to produce both compilable programs and high-quality typeset descriptions.
- 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_69ca84defac48190abc1148804f184c1 |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cdb220310c8190a16ca0b746f0ef7a |
completed | April 2, 2026, 12:02 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1cc5b4dd8819088c86946b4eb8a39 |
completed | April 5, 2026, 2:43 a.m. |
| NEDg | Description generation | batch_69d1cd7f41448190b387109235dbc7f5 |
completed | April 5, 2026, 2:48 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d1cdefca5c8190a673caca42aaa7d0 |
completed | April 5, 2026, 2:50 a.m. |
Created at: March 30, 2026, 8:30 p.m.