Triple
T7314405
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Admiralty Islands languages |
E168172
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object |
Koro language (Papua New Guinea)
Koro is an Oceanic language of the Admiralty Islands group spoken in Papua New Guinea, known for its complex Austronesian grammatical features and limited speaker community.
|
E655626
|
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: Koro language (Papua New Guinea) | Statement: [Admiralty Islands languages, hasMember, Koro language (Papua New Guinea)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Koro language (Papua New Guinea) Context triple: [Admiralty Islands languages, hasMember, Koro language (Papua New Guinea)]
-
A.
Koroni language
The Koroni language is an Austronesian language of the Bungku–Tolaki group spoken by a small community in Sulawesi, Indonesia.
-
B.
Nukuoro language
The Nukuoro language is a Polynesian outlier language spoken on Nukuoro Atoll in the Federated States of Micronesia, known for its small speaker community and unique position within the region’s Oceanic languages.
-
C.
Kuanyama language
The Kuanyama language is a Bantu language spoken primarily in northern Namibia and southern Angola, recognized as a standardized variety of Ovambo and used in education, media, and religious contexts.
-
D.
Kuanua language
The Kuanua language is an Austronesian language spoken primarily by the Tolai people of East New Britain in Papua New Guinea.
-
E.
Papuan languages of the Solomon Islands
The Papuan languages of the Solomon Islands are a small group of non-Austronesian languages spoken in the Solomon Islands, distinct from the region’s dominant Oceanic languages and representing some of its oldest linguistic layers.
- 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: Koro language (Papua New Guinea) Triple: [Admiralty Islands languages, hasMember, Koro language (Papua New Guinea)]
Generated description
Koro is an Oceanic language of the Admiralty Islands group spoken in Papua New Guinea, known for its complex Austronesian grammatical features and limited speaker community.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Koro language (Papua New Guinea) Target entity description: Koro is an Oceanic language of the Admiralty Islands group spoken in Papua New Guinea, known for its complex Austronesian grammatical features and limited speaker community.
-
A.
Koroni language
The Koroni language is an Austronesian language of the Bungku–Tolaki group spoken by a small community in Sulawesi, Indonesia.
-
B.
Nukuoro language
The Nukuoro language is a Polynesian outlier language spoken on Nukuoro Atoll in the Federated States of Micronesia, known for its small speaker community and unique position within the region’s Oceanic languages.
-
C.
Kuanyama language
The Kuanyama language is a Bantu language spoken primarily in northern Namibia and southern Angola, recognized as a standardized variety of Ovambo and used in education, media, and religious contexts.
-
D.
Kuanua language
The Kuanua language is an Austronesian language spoken primarily by the Tolai people of East New Britain in Papua New Guinea.
-
E.
Papuan languages of the Solomon Islands
The Papuan languages of the Solomon Islands are a small group of non-Austronesian languages spoken in the Solomon Islands, distinct from the region’s dominant Oceanic languages and representing some of its oldest linguistic layers.
- 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_69c6888d8e3c81909db79714903baf31 |
completed | March 27, 2026, 1:39 p.m. |
| NER | Named-entity recognition | batch_69c6ec03a7248190beb1dec612725e5b |
completed | March 27, 2026, 8:43 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7e56f4aa0819096d955e2ce298299 |
completed | March 28, 2026, 2:27 p.m. |
| NEDg | Description generation | batch_69c7e6bf79d48190a7c30e3513e12070 |
completed | March 28, 2026, 2:33 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7e78b09488190a361bdd50bd28b71 |
completed | March 28, 2026, 2:36 p.m. |
Created at: March 27, 2026, 3:02 p.m.