Triple
T10731928
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Maltese people |
E253092
|
entity |
| Predicate | nationalLanguageSpeakersOf |
P95674
|
FINISHED |
| Object | Maltese language |
E51443
|
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: Maltese language | Statement: [Maltese people, nationalLanguageSpeakersOf, Maltese language]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Maltese language Context triple: [Maltese people, nationalLanguageSpeakersOf, Maltese language]
-
A.
Maltese
chosen
Maltese is a Semitic language with significant Romance and English influences, spoken primarily in Malta and written in the Latin alphabet.
-
B.
Malto language
Malto is a Dravidian tribal language spoken primarily by the Malto (Paharia) people in eastern India, known for its close relationship to Kurukh and its endangered status.
-
C.
Sicilian language
The Sicilian language is a Romance language spoken primarily in Sicily and parts of southern Italy, shaped over centuries by diverse influences including Latin, Greek, Arabic, and Norman French.
-
D.
English in Malta
English in Malta is one of the country’s two official languages, widely used in government, education, business, and daily communication alongside Maltese.
-
E.
Maltese alphabet
The Maltese alphabet is the Latin-based writing system used for the Maltese language, notable for its unique letters and diacritics that represent Semitic-derived sounds.
- 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: nationalLanguageSpeakersOf Context triple: [Maltese people, nationalLanguageSpeakersOf, Maltese language]
-
A.
languageInhabitants
Indicates that a particular language is spoken or used by the inhabitants of a specified place or region.
-
B.
majorityLanguageOf
Indicates that a given language is the primary or most widely spoken language within a specified group, region, or entity.
-
C.
countryWithLargestNumberOfSpeakers
Indicates the country in which the highest number of speakers of a given language reside.
-
D.
nationalLanguageStatus
Indicates that a language holds official or nationally recognized status within a country or political entity.
-
E.
hasLanguageInhabitants
Indicates that a particular language is spoken or used by the inhabitants of a specified place or region.
- 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_69d6aa5d8be481909a43218b2bfdbe95 |
completed | April 8, 2026, 7:19 p.m. |
| NER | Named-entity recognition | batch_69d7101f35888190b88662372a7d100d |
completed | April 9, 2026, 2:34 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69deb0a03a1481908edb933b1613a027 |
completed | April 14, 2026, 9:24 p.m. |
| PD | Predicate disambiguation | batch_69d6f309a44881908e49e3ba478c35b4 |
completed | April 9, 2026, 12:30 a.m. |
| PDg | Predicate description generation | batch_69d6fa323564819097b207eb53f8a9b8 |
completed | April 9, 2026, 1 a.m. |
Created at: April 8, 2026, 9:14 p.m.