Triple

T5593302
Position Surface form Disambiguated ID Type / Status
Subject Choiseul Region E146932 entity
Predicate hasIndigenousLanguageGroup P3349 FINISHED
Object Choiseul languages
The Choiseul languages are a group of closely related Oceanic languages spoken by indigenous communities on Choiseul Island in the Solomon Islands.
E529791 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: Choiseul languages | Statement: [Choiseul Region, hasIndigenousLanguageGroup, Choiseul languages]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Choiseul languages
Context triple: [Choiseul Region, hasIndigenousLanguageGroup, Choiseul languages]
  • A. Sabine language
    The Sabine language was an extinct Italic tongue once spoken by the ancient Sabine people of central Italy, closely related to other Osco-Umbrian languages.
  • B. Cahitan languages
    The Cahitan languages are a small group of closely related Uto-Aztecan languages historically spoken by the Cahita peoples of northwestern Mexico, particularly in the states of Sonora and Sinaloa.
  • C. Zenati languages
    The Zenati languages are a branch of the Berber language family spoken primarily in North Africa, especially across parts of Algeria, Morocco, and Tunisia.
  • D. Willaumez languages
    The Willaumez languages are a small subgroup of Western Oceanic Austronesian languages spoken around the Willaumez Peninsula region of New Britain in Papua New Guinea.
  • E. Pearic languages
    Pearic languages are a small, endangered branch of the Austroasiatic language family spoken by indigenous Pearic communities in Cambodia and nearby 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: Choiseul languages
Triple: [Choiseul Region, hasIndigenousLanguageGroup, Choiseul languages]
Generated description
The Choiseul languages are a group of closely related Oceanic languages spoken by indigenous communities on Choiseul Island in the Solomon Islands.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Choiseul languages
Target entity description: The Choiseul languages are a group of closely related Oceanic languages spoken by indigenous communities on Choiseul Island in the Solomon Islands.
  • A. Sabine language
    The Sabine language was an extinct Italic tongue once spoken by the ancient Sabine people of central Italy, closely related to other Osco-Umbrian languages.
  • B. Cahitan languages
    The Cahitan languages are a small group of closely related Uto-Aztecan languages historically spoken by the Cahita peoples of northwestern Mexico, particularly in the states of Sonora and Sinaloa.
  • C. Zenati languages
    The Zenati languages are a branch of the Berber language family spoken primarily in North Africa, especially across parts of Algeria, Morocco, and Tunisia.
  • D. Willaumez languages
    The Willaumez languages are a small subgroup of Western Oceanic Austronesian languages spoken around the Willaumez Peninsula region of New Britain in Papua New Guinea.
  • E. Pearic languages
    Pearic languages are a small, endangered branch of the Austroasiatic language family spoken by indigenous Pearic communities in Cambodia and nearby regions.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasIndigenousLanguageGroup
Context triple: [Choiseul Region, hasIndigenousLanguageGroup, Choiseul languages]
  • A. hasIndigenousLanguageFamily
    Indicates that an entity’s indigenous language belongs to, or is classified under, a particular language family.
  • B. hasIndigenousLanguageRegion
    Indicates that a region is associated with, or characterized by, the presence or use of one or more indigenous languages.
  • C. hasLanguageGroup chosen
    Indicates that an entity belongs to, is associated with, or is categorized under a particular language group.
  • D. isOneOfMostSpokenIndigenousLanguagesIn
    Indicates that a language ranks among the most widely spoken indigenous languages within a specified region or country.
  • E. hasIndigenousStatus
    Indicates that an entity possesses a recognized indigenous status or is classified as indigenous according to a specific legal, cultural, or organizational framework.
  • 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_69c009036c408190981a8d690b679b67 completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c020bb08648190ab1f66cc3e897e6d completed March 22, 2026, 5:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0286b4d2c8190a3224f3082316dc8 completed March 22, 2026, 5:35 p.m.
NEDg Description generation batch_69c0372e86c08190bf586256cab23d22 completed March 22, 2026, 6:38 p.m.
NED2 Entity disambiguation (via description) batch_69c038e7df488190a960266045c4f41f completed March 22, 2026, 6:46 p.m.
PD Predicate disambiguation batch_69c01b16b9bc8190ab0b945507d90e05 completed March 22, 2026, 4:38 p.m.
Created at: March 22, 2026, 3:38 p.m.