Triple

T1431865
Position Surface form Disambiguated ID Type / Status
Subject Central–Eastern Oceanic languages E30464 entity
Predicate includesLanguage P2177 FINISHED
Object Marshallese language
Marshallese is an Austronesian language spoken primarily in the Republic of the Marshall Islands, known for its complex system of consonants and vowel allophones influenced by surrounding oceanic languages.
 E163769 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: [Central–Eastern Oceanic languages, includesLanguage, Marshallese language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Marshallese language
Context triple: [Central–Eastern Oceanic languages, includesLanguage, 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. Rarotongan language
    The Rarotongan language is an Eastern Polynesian language spoken primarily on Rarotonga in the Cook Islands and often considered the prestige dialect of Cook Islands Māori.
  • C. Nauruan
    Nauruan is an Austronesian language spoken primarily on the Pacific island nation of Nauru.
  • D. North Marquesan language
    North Marquesan is an Eastern Polynesian language spoken primarily in the northern Marquesas Islands of French Polynesia.
  • E. Palauan
    Palauan is an Austronesian language spoken primarily in the Republic of Palau in the western Pacific Ocean.
  • 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: [Central–Eastern Oceanic languages, includesLanguage, Marshallese language]
Generated description
Marshallese is an Austronesian language spoken primarily in the Republic of the Marshall Islands, known for its complex system of consonants and vowel allophones influenced by surrounding oceanic languages.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Marshallese language
Target entity description: Marshallese is an Austronesian language spoken primarily in the Republic of the Marshall Islands, known for its complex system of consonants and vowel allophones influenced by surrounding oceanic languages.
  • 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. Rarotongan language
    The Rarotongan language is an Eastern Polynesian language spoken primarily on Rarotonga in the Cook Islands and often considered the prestige dialect of Cook Islands Māori.
  • C. Nauruan
    Nauruan is an Austronesian language spoken primarily on the Pacific island nation of Nauru.
  • D. North Marquesan language
    North Marquesan is an Eastern Polynesian language spoken primarily in the northern Marquesas Islands of French Polynesia.
  • E. Palauan
    Palauan is an Austronesian language spoken primarily in the Republic of Palau in the western Pacific Ocean.
  • 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_69a498fc69ec8190b61722bd4b67c4d2 completed March 1, 2026, 7:52 p.m.
NER Named-entity recognition batch_69a4c4ddbe208190a68cb000a6970d17 completed March 1, 2026, 10:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad016bf2608190a675cbd42e474082 completed March 8, 2026, 4:56 a.m.
NEDg Description generation batch_69ad0294353081908e29735d1b83f2cc completed March 8, 2026, 5:01 a.m.
NED2 Entity disambiguation (via description) batch_69ad02f6bf288190bcb785762d14787c completed March 8, 2026, 5:02 a.m.
Created at: March 1, 2026, 8 p.m.