Triple

T22082458
Position Surface form Disambiguated ID Type / Status
Subject Standard Zhuang orthography E545684 entity
Predicate hasAdvantageOver P635 FINISHED
Object Sawndip in terms of ease of printing and digital use — NE NERFINISHED

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: Sawndip in terms of ease of printing and digital use | Statement: [Standard Zhuang orthography, hasAdvantageOver, Sawndip in terms of ease of printing and digital use]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Sawndip in terms of ease of printing and digital use
Context triple: [Standard Zhuang orthography, hasAdvantageOver, Sawndip in terms of ease of printing and digital use]
  • A. Paper and Ink
    "Paper and Ink" is a song featured on the album *Telling Stories* by Tracy Chapman.
  • B. HardCopy
    HardCopy is Altera’s family of structured ASIC devices designed to provide a low-cost, high-performance, and power-efficient alternative to traditional FPGAs for volume production.
  • C. Tiskre
    Tiskre is a residential settlement in northern Estonia, situated near the capital Tallinn and known for its coastal location and suburban character.
  • D. Quarto publishing system
    The Quarto publishing system is an open-source, multi-language toolchain for creating reproducible documents, reports, books, and websites from source formats like Markdown and Jupyter notebooks.
  • E. DIP
    DIP is a key object-oriented design principle that promotes decoupling by having high-level modules depend on abstractions rather than concrete implementations.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Sawndip in terms of ease of printing and digital use
Target entity description: Sawndip in terms of ease of printing and digital use is an older, logographic Zhuang writing system whose complex, non-standardized characters make it comparatively difficult to typeset and support in modern digital environments.
  • A. Paper and Ink
    "Paper and Ink" is a song featured on the album *Telling Stories* by Tracy Chapman.
  • B. HardCopy
    HardCopy is Altera’s family of structured ASIC devices designed to provide a low-cost, high-performance, and power-efficient alternative to traditional FPGAs for volume production.
  • C. Tiskre
    Tiskre is a residential settlement in northern Estonia, situated near the capital Tallinn and known for its coastal location and suburban character.
  • D. Quarto publishing system
    The Quarto publishing system is an open-source, multi-language toolchain for creating reproducible documents, reports, books, and websites from source formats like Markdown and Jupyter notebooks.
  • E. DIP
    DIP is a key object-oriented design principle that promotes decoupling by having high-level modules depend on abstractions rather than concrete implementations.
  • F. None of above. chosen

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_69e11e3523488190badd54b5d580c00d completed April 16, 2026, 5:36 p.m.
NER Named-entity recognition batch_69f128b706288190945c0c37e5ff2756 completed April 28, 2026, 9:37 p.m.
Created at: April 16, 2026, 8:28 p.m.