Triple
T19741283
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Thomas Shelton |
E474124
|
entity |
| Predicate | developed |
P73
|
FINISHED |
| Object | Tachygraphy shorthand system |
—
|
NE NERFINISHED |
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: Tachygraphy shorthand system | Statement: [Thomas Shelton, developed, Tachygraphy shorthand system]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tachygraphy shorthand system Context triple: [Thomas Shelton, developed, Tachygraphy shorthand system]
-
A.
Pitman shorthand
Pitman shorthand is a phonetic writing system developed in the 19th century by Isaac Pitman to enable rapid transcription of spoken English using simplified strokes and symbols.
-
B.
Gregg shorthand
Gregg shorthand is a widely used system of rapid writing based on elliptical figures and lines, designed for efficient note-taking and stenography in the English language.
-
C.
Teeline shorthand
Teeline shorthand is a modern English shorthand system that uses simplified alphabet-based symbols to enable rapid writing, commonly taught to journalists in the UK.
-
D.
Tachygraphy by Thomas Shelton
chosen
Tachygraphy by Thomas Shelton is a 17th-century English shorthand system widely used for rapid writing, notably employed by Samuel Pepys to record his famous diary.
-
E.
Fonotipia
Fonotipia was a prestigious early 20th-century record label renowned for its high-quality classical and operatic recordings.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69d8e517ebd48190979ee76723bcfadf |
completed | April 10, 2026, 11:55 a.m. |
| NER | Named-entity recognition | batch_69e6516159c8819090022094aa91902b |
completed | April 20, 2026, 4:16 p.m. |
Created at: April 10, 2026, 1:47 p.m.