Triple

T7263429
Position Surface form Disambiguated ID Type / Status
Subject Ndyuka people E159711 entity
Predicate usesScript P1587 FINISHED
Object Afaka syllabary
The Afaka syllabary is an indigenous writing system developed in the early 20th century for the Ndyuka language of Suriname, notable as one of the few known scripts created by a Maroon community in the Americas.
E652454 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: Afaka syllabary | Statement: [Ndyuka people, usesScript, Afaka syllabary]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Afaka syllabary
Context triple: [Ndyuka people, usesScript, Afaka syllabary]
  • A. Tagbanwa script
    Tagbanwa script is an indigenous Brahmic-derived writing system historically used by the Tagbanwa people of Palawan in the Philippines to write their native languages.
  • B. Kawi script
    Kawi script is an ancient Brahmic-derived writing system historically used across Java and other parts of Southeast Asia to write Old Javanese and related languages.
  • C. Sorabe script
    The Sorabe script is an Arabic-derived writing system historically used by Malagasy speakers, particularly in southern Madagascar, for religious, literary, and administrative texts.
  • D. Cherokee syllabary
    The Cherokee syllabary is a writing system of 85 characters created in the early 19th century to represent the sounds of the Cherokee language and dramatically increase literacy among Cherokee people.
  • E. Bima script
    Bima script is an indigenous writing system historically used by the Bima people of Sumbawa Island in Indonesia to record their language and cultural traditions.
  • 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: Afaka syllabary
Triple: [Ndyuka people, usesScript, Afaka syllabary]
Generated description
The Afaka syllabary is an indigenous writing system developed in the early 20th century for the Ndyuka language of Suriname, notable as one of the few known scripts created by a Maroon community in the Americas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Afaka syllabary
Target entity description: The Afaka syllabary is an indigenous writing system developed in the early 20th century for the Ndyuka language of Suriname, notable as one of the few known scripts created by a Maroon community in the Americas.
  • A. Tagbanwa script
    Tagbanwa script is an indigenous Brahmic-derived writing system historically used by the Tagbanwa people of Palawan in the Philippines to write their native languages.
  • B. Kawi script
    Kawi script is an ancient Brahmic-derived writing system historically used across Java and other parts of Southeast Asia to write Old Javanese and related languages.
  • C. Sorabe script
    The Sorabe script is an Arabic-derived writing system historically used by Malagasy speakers, particularly in southern Madagascar, for religious, literary, and administrative texts.
  • D. Cherokee syllabary
    The Cherokee syllabary is a writing system of 85 characters created in the early 19th century to represent the sounds of the Cherokee language and dramatically increase literacy among Cherokee people.
  • E. Bima script
    Bima script is an indigenous writing system historically used by the Bima people of Sumbawa Island in Indonesia to record their language and cultural traditions.
  • 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_69c68838f9948190875fd60b2351230c completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6eac9fab88190881ab9e1cd94cdc1 completed March 27, 2026, 8:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7d3c7754481908ff7cc0fc6419599 completed March 28, 2026, 1:12 p.m.
NEDg Description generation batch_69c7d5c7c3a48190b8d1b5e351ebfbd5 completed March 28, 2026, 1:21 p.m.
NED2 Entity disambiguation (via description) batch_69c7d639f7f08190a360bd2899e6fef8 completed March 28, 2026, 1:23 p.m.
Created at: March 27, 2026, 2:57 p.m.