Triple
T16907717
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | cweave |
E424604
|
entity |
| Predicate | associatedWith |
P37
|
FINISHED |
| Object |
TeX ecosystem
The TeX ecosystem is the broad collection of typesetting tools, formats, macros, and related software built around Donald Knuth’s TeX system for producing high-quality documents, especially in mathematics and science.
|
E295375
|
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: TeX ecosystem | Statement: [cweave, associatedWith, TeX ecosystem]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: TeX ecosystem Context triple: [cweave, associatedWith, TeX ecosystem]
-
A.
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.
-
B.
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.
-
C.
TeX Live
TeX Live is a comprehensive, cross-platform TeX distribution that provides a full suite of tools, macros, and fonts for typesetting documents with TeX, LaTeX, and related systems.
-
D.
TeXworks
TeXworks is a free, cross-platform LaTeX editing environment that provides an integrated PDF viewer and a simple, TeXShop-inspired interface for creating and typesetting documents.
-
E.
TeXstudio
TeXstudio is a cross-platform, feature-rich integrated writing environment designed to make creating and editing LaTeX documents easier and more efficient.
- 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: TeX ecosystem Triple: [cweave, associatedWith, TeX ecosystem]
Generated description
The TeX ecosystem is the broad collection of typesetting tools, formats, macros, and related software built around Donald Knuth’s TeX system for producing high-quality documents, especially in mathematics and science.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: TeX ecosystem Target entity description: The TeX ecosystem is the broad collection of typesetting tools, formats, macros, and related software built around Donald Knuth’s TeX system for producing high-quality documents, especially in mathematics and science.
-
A.
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.
-
B.
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.
-
C.
TeX Live
chosen
TeX Live is a comprehensive, cross-platform TeX distribution that provides a full suite of tools, macros, and fonts for typesetting documents with TeX, LaTeX, and related systems.
-
D.
TeXworks
TeXworks is a free, cross-platform LaTeX editing environment that provides an integrated PDF viewer and a simple, TeXShop-inspired interface for creating and typesetting documents.
-
E.
TeXstudio
TeXstudio is a cross-platform, feature-rich integrated writing environment designed to make creating and editing LaTeX documents easier and more efficient.
- F. None of above.
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_69d889da3e8c8190a2b118f383f0beac |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e3ca3b1ad081908a032bff9699f2fe |
completed | April 18, 2026, 6:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00c7b98d5c8190b61de47b246549e3 |
completed | May 10, 2026, 6 p.m. |
| NEDg | Description generation | batch_6a00c9cb23d08190b1757015f4374e85 |
completed | May 10, 2026, 6:09 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00ca99c7108190a4be2cb08b414888 |
completed | May 10, 2026, 6:12 p.m. |
Created at: April 10, 2026, 5:30 a.m.