Triple
T2592033
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Luxembourgers |
E58143
|
entity |
| Predicate | officialLanguageInCulture |
P11341
|
FINISHED |
| Object | Luxembourgish |
E7865
|
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: Luxembourgish | Statement: [Luxembourgers, officialLanguageInCulture, Luxembourgish]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Luxembourgish Context triple: [Luxembourgers, officialLanguageInCulture, Luxembourgish]
-
A.
Luxembourgish
chosen
Luxembourgish is a West Germanic language spoken primarily in Luxembourg, where it serves as a national and administrative language alongside French and German.
-
B.
Romandy
Romandy is the French-speaking western region of Switzerland, encompassing cantons such as Geneva, Vaud, Neuchâtel, and Jura.
-
C.
Luxembourgers
Luxembourgers are a Western European ethnic group native to the Grand Duchy of Luxembourg, characterized by their use of the Luxembourgish language and a cultural blend of Germanic and Romance influences.
-
D.
Walloon language
Walloon language is a regional Romance language spoken primarily in southern Belgium, particularly in Wallonia, with its own distinct phonology and vocabulary separate from standard French.
-
E.
Belgian French
Belgian French is the regional variety of the French language spoken in Belgium, characterized by distinctive vocabulary, pronunciation, and some grammatical features influenced by local languages and culture.
- 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: officialLanguageInCulture Context triple: [Luxembourgers, officialLanguageInCulture, Luxembourgish]
-
A.
officialLanguage
Indicates that a particular language has been formally designated by an authority as the official language used for government, legal, or administrative purposes in a given jurisdiction.
-
B.
isCulturalLanguageOf
chosen
Indicates that a language serves as a primary medium of cultural expression, identity, and heritage for a particular group, community, or region.
-
C.
previousOfficialLanguage
Indicates that one language formerly held official status in a country, region, or organization before being replaced or losing that status.
-
D.
standardLanguageOf
Indicates that one entity serves as the officially recognized or commonly used standard language for another entity (such as a country, region, or organization).
-
E.
nationalLanguageStandardizedIn
Indicates that a national language has been formally standardized or codified within a particular country or jurisdiction.
- 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_69ab4ac019c8819094add11c46706e32 |
completed | March 6, 2026, 9:44 p.m. |
| NER | Named-entity recognition | batch_69abd425851c819088db89713c07056f |
completed | March 7, 2026, 7:30 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af83ba83c48190bf65ff666830c758 |
completed | March 10, 2026, 2:36 a.m. |
| PD | Predicate disambiguation | batch_69abd0d344988190a18dd93b13e002e6 |
completed | March 7, 2026, 7:16 a.m. |
Created at: March 6, 2026, 9:49 p.m.