Triple

T24875190
Position Surface form Disambiguated ID Type / Status
Subject Madang Province E622547 entity
Predicate hasLocalLanguageFamily P152256 FINISHED
Object Rai Coast languages
The Rai Coast languages are a group of closely related Papuan languages spoken along the Rai Coast region of Madang Province in Papua New Guinea.
 E1650051 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: Rai Coast languages | Statement: [Madang Province, hasLocalLanguageFamily, Rai Coast languages]
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: Rai Coast languages
Triple: [Madang Province, hasLocalLanguageFamily, Rai Coast languages]
Generated description
The Rai Coast languages are a group of closely related Papuan languages spoken along the Rai Coast region of Madang Province in Papua New Guinea.
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: hasLocalLanguageFamily
Context triple: [Madang Province, hasLocalLanguageFamily, Rai Coast languages]
  • A. isInLanguageFamily
    Indicates that a language belongs to, or is classified within, a particular language family based on shared linguistic ancestry or characteristics.
  • B. usesLanguageFamily
    Indicates that an entity communicates or operates using a language that belongs to a specified language family.
  • C. languageFamilyPresence chosen
    Indicates that a particular language family is present or attested within a specified region, group, or context.
  • D. hasPrimaryVernacularLanguageFamily
    Indicates that an entity’s main vernacular language belongs to a specified language family.
  • E. hasFamilyNameInLanguage
    Indicates that an entity has a specific family name as expressed or written in a particular language.
  • F. None of above.

Provenance (6 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_69e2fac3fdbc81909c2ec49be5743cd9 completed April 18, 2026, 3:30 a.m.
NER Named-entity recognition batch_69f48b9b687881908fd87a2f5fa0b1e7 completed May 1, 2026, 11:16 a.m.
NED1 Entity disambiguation (via context triple) batch_6a101c61c7848190b72d0a413ae49c1a completed May 22, 2026, 9:05 a.m.
NEDg Description generation batch_6a10232a72148190bc08c0e99959303a completed May 22, 2026, 9:34 a.m.
NED2 Entity disambiguation (via description) batch_6a10241703c48190bbc93cdfa73dc9f2 completed May 22, 2026, 9:38 a.m.
PD Predicate disambiguation batch_69f48060597c8190a4414e4e4fcb1fec completed May 1, 2026, 10:28 a.m.
Created at: April 18, 2026, 5:24 a.m.