Triple
T4449680
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Micronesian languages |
E96376
|
entity |
| Predicate | hasLanguage |
P15
|
FINISHED |
| Object | Marshallese language |
E163769
|
NE FINISHED |
How this triple was built (2 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: [Micronesian languages, hasLanguage, Marshallese language]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marshallese language Context triple: [Micronesian languages, hasLanguage, Marshallese language]
-
A.
Marshallese language
chosen
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.
-
B.
Marshallese
The Marshallese are a Micronesian ethnic group indigenous to the Marshall Islands in the central Pacific Ocean, with a culture deeply tied to seafaring, atoll environments, and a distinct Austronesian language.
-
C.
Chuukese language
The Chuukese language is an Austronesian language spoken primarily in the Federated States of Micronesia, especially on Chuuk Lagoon and surrounding islands.
-
D.
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.
-
E.
Gilbertese language
Gilbertese is an Austronesian language spoken primarily in Kiribati and parts of Fiji and the Solomon Islands, serving as the main indigenous language of the Kiribati people.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69b345415ba481908df738e7174448ba |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b355d5975c8190bfe8a2d5d2dbf075 |
completed | March 13, 2026, 12:09 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b613895488819083140ae9f0ddba5e |
completed | March 15, 2026, 2:03 a.m. |
Created at: March 12, 2026, 11:32 p.m.