Triple

T11889933
Position Surface form Disambiguated ID Type / Status
Subject Pitman shorthand E282886 entity
Predicate influenced P9 FINISHED
Object 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.
E953428 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: Gregg shorthand | Statement: [Pitman shorthand, influenced, Gregg shorthand]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gregg shorthand
Context triple: [Pitman shorthand, influenced, Gregg shorthand]
  • 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. Tachygraphy by Thomas Shelton
    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.
  • C. Morse
    Morse is the middle name of Mary Baker Eddy, the founder of Christian Science.
  • D. Morse
    Morse is a surname most famously associated with Samuel Morse, the American inventor and co-developer of the Morse code communication system.
  • E. Morse code
    Morse code is a system of encoding text characters as sequences of short and long signals (dots and dashes) used historically for long-distance telegraph and radio communication.
  • 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: Gregg shorthand
Triple: [Pitman shorthand, influenced, Gregg shorthand]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gregg shorthand
Target entity description: 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.
  • 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. Tachygraphy by Thomas Shelton
    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.
  • C. Morse
    Morse is the middle name of Mary Baker Eddy, the founder of Christian Science.
  • D. Morse
    Morse is a surname most famously associated with Samuel Morse, the American inventor and co-developer of the Morse code communication system.
  • E. Morse code
    Morse code is a system of encoding text characters as sequences of short and long signals (dots and dashes) used historically for long-distance telegraph and radio communication.
  • 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_69d6ab2a90b08190a4e818821cc93e6d completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d8d3a2860c8190a21af5fcddbd2f1e completed April 10, 2026, 10:40 a.m.
NED1 Entity disambiguation (via context triple) batch_69f417f7f268819091bdb72394506808 completed May 1, 2026, 3:03 a.m.
NEDg Description generation batch_69f41f1abaa481908b8a6873a07af848 completed May 1, 2026, 3:33 a.m.
NED2 Entity disambiguation (via description) batch_69f422778a10819093bc2473ef30fe71 completed May 1, 2026, 3:48 a.m.
Created at: April 8, 2026, 9:44 p.m.