Triple
T22458673
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Arabi-Malayalam |
E555176
|
entity |
| Predicate | languageFamilyOfContent |
P35117
|
FINISHED |
| Object | Dravidian languages |
—
|
NE NERFINISHED |
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: Dravidian languages | Statement: [Arabi-Malayalam, languageFamilyOfContent, Dravidian languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dravidian languages Context triple: [Arabi-Malayalam, languageFamilyOfContent, Dravidian languages]
-
A.
Dravidian languages
chosen
Dravidian languages are a family of languages primarily spoken in South India and parts of Sri Lanka, including major languages such as Tamil, Telugu, Kannada, and Malayalam.
-
B.
North Dravidian languages
The North Dravidian languages are a small, geographically northern branch of the Dravidian language family spoken mainly in eastern and central India, including languages such as Kurukh and Malto.
-
C.
Central Dravidian languages
Central Dravidian languages are a subgroup of the Dravidian language family spoken primarily in central India, known for their shared phonological and grammatical features distinct from the northern and southern branches.
-
D.
South Dravidian languages
South Dravidian languages are a major subgroup of the Dravidian language family spoken primarily in southern India, including prominent languages such as Tamil, Kannada, Malayalam, and Tulu.
-
E.
Proto-South-Central Dravidian
Proto-South-Central Dravidian is the reconstructed ancestral language from which the modern South-Central Dravidian languages, such as Telugu and Gondi, are believed to have descended.
- 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: languageFamilyOfContent Context triple: [Arabi-Malayalam, languageFamilyOfContent, Dravidian languages]
-
A.
languageFamilyOf
chosen
Indicates that one entity is the language family to which the other entity (a specific language) belongs.
-
B.
languageFamily
Indicates that two or more languages belong to the same genealogical language family or linguistic lineage.
-
C.
languageFamilyContext
Indicates the broader linguistic family or grouping within which a particular language or linguistic element is situated.
-
D.
languageFamilyUsedFor
Indicates that a particular language family is employed or utilized for a specific purpose, context, or function.
-
E.
languageFamilyOfWork
Indicates that a work belongs to or is classified under a particular language family.
- F. None of above.
Provenance (3 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_69e11e51fdec8190adfdf9f8a6362221 |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f15b7e01fc8190825c3dc024484440 |
completed | April 29, 2026, 1:14 a.m. |
| PD | Predicate disambiguation | batch_69e898ad961c819098fd1e46129bddcc |
completed | April 22, 2026, 9:45 a.m. |
Created at: April 16, 2026, 8:48 p.m.