Triple

T1302663
Position Surface form Disambiguated ID Type / Status
Subject Central Malayo-Polynesian languages E27800 entity
Predicate hasAlternativeName P39 FINISHED
Object Central MP languages
Central MP languages are a subgroup of the Austronesian language family spoken primarily in eastern Indonesia, characterized by shared phonological and grammatical innovations.
E148732 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: Central MP languages | Statement: [Central Malayo-Polynesian languages, hasAlternativeName, Central MP languages]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Central MP languages
Context triple: [Central Malayo-Polynesian languages, hasAlternativeName, Central MP languages]
  • A. Langues
    Langues were the regional administrative divisions of the Knights Hospitaller, grouping members by their geographic and linguistic origins.
  • B. Languages of India
    Languages of India is a broad grouping that encompasses the diverse and numerous languages spoken across the Indian subcontinent, spanning several major language families and regional traditions.
  • C. States Parties to the European Charter for Regional or Minority Languages
    States Parties to the European Charter for Regional or Minority Languages are the countries that have ratified this Council of Europe treaty and thereby committed to protecting and promoting regional and minority languages within their jurisdictions.
  • D. Central German languages
    Central German languages are a group of High German dialects spoken primarily in central parts of Germany and neighboring regions, forming a key transitional zone between Upper and Low German varieties.
  • E. Limba
    The Limba are one of the largest and oldest indigenous ethnic groups in Sierra Leone, known for their distinct language, cultural traditions, and historical role in the country’s northern regions.
  • 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: Central MP languages
Triple: [Central Malayo-Polynesian languages, hasAlternativeName, Central MP languages]
Generated description
Central MP languages are a subgroup of the Austronesian language family spoken primarily in eastern Indonesia, characterized by shared phonological and grammatical innovations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Central MP languages
Target entity description: Central MP languages are a subgroup of the Austronesian language family spoken primarily in eastern Indonesia, characterized by shared phonological and grammatical innovations.
  • A. Langues
    Langues were the regional administrative divisions of the Knights Hospitaller, grouping members by their geographic and linguistic origins.
  • B. Languages of India
    Languages of India is a broad grouping that encompasses the diverse and numerous languages spoken across the Indian subcontinent, spanning several major language families and regional traditions.
  • C. States Parties to the European Charter for Regional or Minority Languages
    States Parties to the European Charter for Regional or Minority Languages are the countries that have ratified this Council of Europe treaty and thereby committed to protecting and promoting regional and minority languages within their jurisdictions.
  • D. Central German languages
    Central German languages are a group of High German dialects spoken primarily in central parts of Germany and neighboring regions, forming a key transitional zone between Upper and Low German varieties.
  • E. Limba
    The Limba are one of the largest and oldest indigenous ethnic groups in Sierra Leone, known for their distinct language, cultural traditions, and historical role in the country’s northern regions.
  • 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_69a496d7d83481908f83085854e51328 completed March 1, 2026, 7:43 p.m.
NER Named-entity recognition batch_69a4c115ba64819081c55fa6807e19ef completed March 1, 2026, 10:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69acb3046a888190956f6bedb6ec589f completed March 7, 2026, 11:21 p.m.
NEDg Description generation batch_69acb370c7cc81908a78bb5438416db6 completed March 7, 2026, 11:23 p.m.
NED2 Entity disambiguation (via description) batch_69acb409b4d0819081266cf3e6c09164 completed March 7, 2026, 11:26 p.m.
Created at: March 1, 2026, 7:51 p.m.