Triple
T5241735
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Malleco Province |
E118357
|
entity |
| Predicate | indigenousLanguagePresent |
P60383
|
FINISHED |
| Object | Mapudungun |
E234600
|
NE FINISHED |
How this triple was built (3 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: Mapudungun | Statement: [Malleco Province, indigenousLanguagePresent, Mapudungun]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mapudungun Context triple: [Malleco Province, indigenousLanguagePresent, Mapudungun]
-
A.
Mapudungun
chosen
Mapudungun is an indigenous language of South America spoken primarily by the Mapuche people in Chile and Argentina.
-
B.
Mazabuka
Mazabuka is a town in southern Zambia known for its sugar industry and agricultural production.
-
C.
Mwotlap
Mwotlap is an Oceanic Austronesian language spoken on Mota Lava and nearby islands in northern Vanuatu.
-
D.
Umtata
Umtata is the former name of Mthatha, a town in South Africa’s Eastern Cape that serves as a regional economic and administrative center.
-
E.
Mpondo
The Mpondo are a Southern African ethnic group closely related to the Xhosa, known for their distinct language variety, cultural traditions, and historical kingdom in what is now South Africa’s Eastern Cape.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: indigenousLanguagePresent Context triple: [Malleco Province, indigenousLanguagePresent, Mapudungun]
-
A.
hasIndigenousLanguageRegion
chosen
Indicates that a region is associated with, or characterized by, the presence or use of one or more indigenous languages.
-
B.
hasIndigenousLanguageFamily
Indicates that an entity’s indigenous language belongs to, or is classified under, a particular language family.
-
C.
isOneOfMostSpokenIndigenousLanguagesIn
Indicates that a language ranks among the most widely spoken indigenous languages within a specified region or country.
-
D.
ethnicLanguageStatus
Indicates the status or role of a language in relation to a particular ethnic group (e.g., primary, secondary, heritage, or minority language).
-
E.
hasIndigenousPresence
Indicates that an indigenous community, culture, or population is present, active, or historically rooted in the referenced place or context.
- F. None of above.
Provenance (4 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_69bd4467db0881909b3b0982df32cc8f |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd7b2c50508190b84bab216c30cbfe |
completed | March 20, 2026, 4:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bef82b42308190b9e3e0e113d8093b |
completed | March 21, 2026, 7:57 p.m. |
| PD | Predicate disambiguation | batch_69bd77c1397c8190a7fd844d7a396e54 |
completed | March 20, 2026, 4:37 p.m. |
Created at: March 20, 2026, 1:49 p.m.