Triple

T58624
Position Surface form Disambiguated ID Type / Status
Subject Florida Islands E1160 entity
Predicate hasLanguageGroup P3349 FINISHED
Object Austronesian languages
Austronesian languages are a large and widely dispersed language family spoken across maritime Southeast Asia, Madagascar, the Pacific Islands, and parts of mainland Asia.
E4098 NE FINISHED

How this triple was built (5 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: Austronesian languages | Statement: [Florida Islands, hasLanguageGroup, Austronesian languages]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Austronesian languages
Context triple: [Florida Islands, hasLanguageGroup, Austronesian languages]
  • A. Indo-European language family
    The Indo-European language family is a major global language group that includes many of the world’s most widely spoken languages across Europe and large parts of Asia.
  • B. Filipino
    Filipinos are a Southeast Asian ethnolinguistic group native to the Philippines, known for their diverse Austronesian, Spanish, American, and Chinese cultural influences and a global diaspora.
  • C. Chamorro
    Chamorro is an Austronesian language spoken by the indigenous Chamorro people of Guam and the Northern Mariana Islands.
  • D. Dutch East Indies
    The Dutch East Indies was a vast Dutch colonial territory in Southeast Asia that largely corresponds to present-day Indonesia and played a central role in global spice and trade networks.
  • E. Asia
    Asia is the world’s largest and most populous continent, encompassing diverse cultures, languages, and landscapes across the Eastern and Northern Hemispheres.
  • 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: Austronesian languages
Triple: [Florida Islands, hasLanguageGroup, Austronesian languages]
Generated description
Austronesian languages are a large and widely dispersed language family spoken across maritime Southeast Asia, Madagascar, the Pacific Islands, and parts of mainland Asia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Austronesian languages
Target entity description: Austronesian languages are a large and widely dispersed language family spoken across maritime Southeast Asia, Madagascar, the Pacific Islands, and parts of mainland Asia.
  • A. Yuman language family
    The Yuman language family is a group of closely related Indigenous languages spoken primarily in the lower Colorado River region and adjacent areas of the southwestern United States and northwestern Mexico.
  • B. Indo-European language family
    The Indo-European language family is a major global language group that includes many of the world’s most widely spoken languages across Europe and large parts of Asia.
  • C. Filipino
    Filipinos are a Southeast Asian ethnolinguistic group native to the Philippines, known for their diverse Austronesian, Spanish, American, and Chinese cultural influences and a global diaspora.
  • D. Chamorro
    Chamorro is an Austronesian language spoken by the indigenous Chamorro people of Guam and the Northern Mariana Islands.
  • E. Dutch East Indies
    The Dutch East Indies was a vast Dutch colonial territory in Southeast Asia that largely corresponds to present-day Indonesia and played a central role in global spice and trade networks.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasLanguageGroup
Context triple: [Florida Islands, hasLanguageGroup, Austronesian languages]
  • A. hasMajorDialectGroup
    Indicates that an entity (typically a language) is associated with a primary or major dialect group to which it belongs.
  • B. includesLanguage
    Indicates that one entity contains, supports, or makes use of a specified language as part of its content, functionality, or representation.
  • C. hasSignificantLanguage
    Indicates that an entity possesses a language that plays an important or primary role in its communication, identity, or functioning.
  • D. languageBranch
    Indicates that one language belongs to, or is classified under, a broader linguistic branch or subgroup.
  • E. hasLanguageOfOrigin
    Indicates that one entity has its origin or source in the language specified by another entity.
  • F. None of above. chosen

Provenance (7 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_69a248adc5b48190aa8db9fb092fb28a completed Feb. 28, 2026, 1:45 a.m.
NER Named-entity recognition batch_69a24c9057348190aa6692eeeae19569 completed Feb. 28, 2026, 2:01 a.m.
NED1 Entity disambiguation (via context triple) batch_69a24e67ff508190af0f1a3dd232c836 completed Feb. 28, 2026, 2:09 a.m.
NEDg Description generation batch_69a24f1747f0819085ed4ff644b26ea5 completed Feb. 28, 2026, 2:12 a.m.
NED2 Entity disambiguation (via description) batch_69a24fccea748190bf167f0d3a6b3f81 completed Feb. 28, 2026, 2:15 a.m.
PD Predicate disambiguation batch_69a24ac7547c81909bb68f327cdb9158 completed Feb. 28, 2026, 1:54 a.m.
PDg Predicate description generation batch_69a24c8fa20c8190aacc38e53d1f654c completed Feb. 28, 2026, 2:01 a.m.
Created at: Feb. 28, 2026, 1:50 a.m.