Triple
T58985
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shannon entropy |
E1168
|
entity |
| Predicate | introducedInWork |
P513
|
FINISHED |
| Object | A Mathematical Theory of Communication |
E1169
|
NE FINISHED |
How this triple was built (3 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: A Mathematical Theory of Communication | Statement: [Shannon entropy, introducedInWork, A Mathematical Theory of Communication]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: A Mathematical Theory of Communication Context triple: [Shannon entropy, introducedInWork, A Mathematical Theory of Communication]
-
A.
A Mathematical Theory of Communication
chosen
A Mathematical Theory of Communication is Claude Shannon’s landmark 1948 paper that founded information theory by rigorously defining concepts like information, entropy, and channel capacity.
-
B.
Communication Theory of Secrecy Systems
Communication Theory of Secrecy Systems is Claude Shannon’s foundational paper that established the mathematical basis of modern cryptography and information-theoretic security.
-
C.
The Computer as a Communication Device
"The Computer as a Communication Device" is a seminal 1968 essay by J.C.R. Licklider that envisioned interactive, networked computing as a medium for human collaboration and communication, foreshadowing the modern internet.
-
D.
Shannon–Khinchin axioms
The Shannon–Khinchin axioms are a set of fundamental conditions that uniquely characterize Shannon entropy as the standard measure of information and uncertainty in probability theory and information theory.
-
E.
IEEE Transactions on Information Theory
IEEE Transactions on Information Theory is a leading peer-reviewed journal that publishes foundational and advanced research on the theory of information, coding, communication, and related mathematical disciplines.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: introducedInWork Context triple: [Shannon entropy, introducedInWork, A Mathematical Theory of Communication]
-
A.
introducedFor
Indicates that one entity was presented or brought to the attention of another entity for a specific purpose or role.
-
B.
introduced
chosen
Indicates that one entity caused another entity to become known, presented, or brought into use for the first time to a person, group, or context.
-
C.
introducedInYear
Indicates the year in which something was first introduced, launched, or made available.
-
D.
popularizedIn
Indicates that something became widely known, accepted, or fashionable within a particular place, time period, or context.
-
E.
influencedWork
Indicates that one work has had a significant impact on the creation, style, content, or development of another work.
- F. None of above.
Provenance (4 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_69a24a552ef88190a0df287d68c65cba |
completed | Feb. 28, 2026, 1:52 a.m. |
| NER | Named-entity recognition | batch_69a250e401288190ba12322c9c5f07c9 |
completed | Feb. 28, 2026, 2:20 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a266e716048190a57f681fccb4fdeb |
completed | Feb. 28, 2026, 3:54 a.m. |
| PD | Predicate disambiguation | batch_69a24e9f40908190a2f4a2111469b733 |
completed | Feb. 28, 2026, 2:10 a.m. |
Created at: Feb. 28, 2026, 1:55 a.m.