Triple
T5050440
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Arpitania |
E113770
|
entity |
| Predicate | associatedWithLanguageSubgroup |
P31853
|
FINISHED |
| Object | Gallo-Romance languages |
E32288
|
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: Gallo-Romance languages | Statement: [Arpitania, associatedWithLanguageSubgroup, Gallo-Romance languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gallo-Romance languages Context triple: [Arpitania, associatedWithLanguageSubgroup, Gallo-Romance languages]
-
A.
Gallo-Romance languages
chosen
Gallo-Romance languages are a branch of the Romance language family spoken mainly in parts of France, northern Italy, and neighboring regions, including languages such as French, Occitan, and Catalan.
-
B.
Ibero-Romance languages
Ibero-Romance languages are a branch of the Romance language family that developed on the Iberian Peninsula and include major languages such as Spanish, Portuguese, and Catalan.
-
C.
Rhaeto-Romance languages
The Rhaeto-Romance languages are a small group of closely related Romance languages spoken in parts of Switzerland and northern Italy, including Romansh, Ladin, and Friulian.
-
D.
Romance languages
Romance languages are a group of closely related languages, including Spanish, French, Italian, Portuguese, and Romanian, that evolved from Vulgar Latin spoken in the Roman Empire.
-
E.
Latino-Faliscan languages
Latino-Faliscan languages are a branch of the Italic language family that includes Latin and its closely related ancient languages spoken in central Italy.
- 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: associatedWithLanguageSubgroup Context triple: [Arpitania, associatedWithLanguageSubgroup, Gallo-Romance languages]
-
A.
linguisticSubgroup
chosen
Indicates that one linguistic group forms a subordinate or specialized subset within a larger linguistic group or family.
-
B.
hasLanguageGroup
Indicates that an entity belongs to, is associated with, or is categorized under a particular language group.
-
C.
macrolanguageGrouping
Indicates that one language is classified as part of a broader macrolanguage grouping that encompasses multiple closely related language varieties.
-
D.
languageFamilyAssociated
Indicates that there is an association or connection between a language and a particular language family.
-
E.
closelyAssociatedLanguage
Indicates that one language is closely connected to another, such as through frequent co-use, mutual influence, or strong cultural or regional association.
- 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_69bd44391fc48190a311ce9c826c209b |
completed | March 20, 2026, 12:57 p.m. |
| NER | Named-entity recognition | batch_69bd7425df74819091cfde348dd16a68 |
completed | March 20, 2026, 4:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bea480fee88190a4302301259f29ba |
completed | March 21, 2026, 2 p.m. |
| PD | Predicate disambiguation | batch_69bd715479f08190933604aebd34414f |
completed | March 20, 2026, 4:09 p.m. |
Created at: March 20, 2026, 1:37 p.m.