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.