Triple
T16907633
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | WEB |
E424602
|
entity |
| Predicate | relatedWork |
P37
|
FINISHED |
| Object | Literate Programming (book by Donald Knuth) |
E94988
|
NE FINISHED |
How this triple was built (2 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: Literate Programming (book by Donald Knuth) | Statement: [WEB, relatedWork, Literate Programming (book by Donald Knuth)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Literate Programming (book by Donald Knuth) Context triple: [WEB, relatedWork, Literate Programming (book by Donald Knuth)]
-
A.
Literate Programming
chosen
Literate Programming is a programming paradigm introduced by Donald Knuth that emphasizes writing code as an explanatory narrative for humans, with machine-executable instructions embedded within the documentation.
-
B.
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.
-
C.
The TeXbook
The TeXbook is Donald Knuth’s authoritative manual and tutorial on the TeX typesetting system, widely regarded as the definitive reference for learning and using TeX.
-
D.
Computers & Typesetting
Computers & Typesetting is Donald Knuth’s multi-volume series that comprehensively documents the TeX typesetting system and its related tools.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69e3ca39f9b08190b15106c6caf895ec |
completed | April 18, 2026, 6:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00c7b98d5c8190b61de47b246549e3 |
completed | May 10, 2026, 6 p.m. |
Created at: April 10, 2026, 5:30 a.m.