Triple

T1243151
Position Surface form Disambiguated ID Type / Status
Subject Gilbertese language group E26702 entity
Predicate closelyRelatedTo P37 FINISHED
Object Marshallese language
The Marshallese language is an Austronesian language spoken primarily in the Republic of the Marshall Islands, known for its complex system of vowel allophones and use as the country’s official and most widely used indigenous language.
 E26897 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: Marshallese language | Statement: [Gilbertese language group, closelyRelatedTo, Marshallese language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Marshallese language
Context triple: [Gilbertese language group, closelyRelatedTo, Marshallese language]
  • A. Marshallese language group
    The Marshallese language group is a branch of the Austronesian language family comprising the indigenous languages spoken in the Marshall Islands in the central Pacific Ocean.
  • B. Nauruan
    Nauruan is an Austronesian language spoken primarily on the Pacific island nation of Nauru.
  • C. Palauan
    Palauan is an Austronesian language spoken primarily in the Republic of Palau in the western Pacific Ocean.
  • D. Chuukic–Pohnpeic languages
    The Chuukic–Pohnpeic languages are a group of closely related Micronesian languages spoken primarily in the central and eastern Caroline Islands of the western Pacific.
  • E. Micronesian languages
    Micronesian languages are a group of closely related Oceanic Austronesian languages spoken across the Micronesian islands in the western Pacific.
  • 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: Marshallese language
Triple: [Gilbertese language group, closelyRelatedTo, Marshallese language]
Generated description
The Marshallese language is an Austronesian language spoken primarily in the Republic of the Marshall Islands, known for its complex system of vowel allophones and use as the country’s official and most widely used indigenous language.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Marshallese language
Target entity description: The Marshallese language is an Austronesian language spoken primarily in the Republic of the Marshall Islands, known for its complex system of vowel allophones and use as the country’s official and most widely used indigenous language.
  • A. Marshallese language group chosen
    The Marshallese language group is a branch of the Austronesian language family comprising the indigenous languages spoken in the Marshall Islands in the central Pacific Ocean.
  • B. Nauruan
    Nauruan is an Austronesian language spoken primarily on the Pacific island nation of Nauru.
  • C. Palauan
    Palauan is an Austronesian language spoken primarily in the Republic of Palau in the western Pacific Ocean.
  • D. Chuukic–Pohnpeic languages
    The Chuukic–Pohnpeic languages are a group of closely related Micronesian languages spoken primarily in the central and eastern Caroline Islands of the western Pacific.
  • E. Micronesian languages
    Micronesian languages are a group of closely related Oceanic Austronesian languages spoken across the Micronesian islands in the western Pacific.
  • F. None of above.

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_69a4948689d08190b3a4a3f388c02148 completed March 1, 2026, 7:33 p.m.
NER Named-entity recognition batch_69a4bf61fadc8190b7b9e23eaa15a61d completed March 1, 2026, 10:36 p.m.
NED1 Entity disambiguation (via context triple) batch_69acacb1730c8190aeb60cad33f44597 completed March 7, 2026, 10:54 p.m.
NEDg Description generation batch_69acad4a7cd48190b295dbd1e5327a18 completed March 7, 2026, 10:57 p.m.
NED2 Entity disambiguation (via description) batch_69acadba2e54819088a04675493fcbbb completed March 7, 2026, 10:59 p.m.
Created at: March 1, 2026, 7:47 p.m.