Triple
T4976681
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | gon |
E111781
|
entity |
| Predicate | hasLanguageFamilySubbranch |
P24621
|
FINISHED |
| Object | South-Central Dravidian |
E32402
|
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: South-Central Dravidian | Statement: [gon, hasLanguageFamilySubbranch, South-Central Dravidian]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: South-Central Dravidian Context triple: [gon, hasLanguageFamilySubbranch, South-Central Dravidian]
-
A.
South-Central Dravidian
chosen
South-Central Dravidian is a branch of the Dravidian language family that includes languages such as Telugu and related tongues spoken primarily in south-central India.
-
B.
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.
-
C.
Southern Dravidian
Southern Dravidian is a major branch of the Dravidian language family that includes languages such as Tamil, Kannada, and Malayalam, primarily spoken in southern India and parts of Sri Lanka.
-
D.
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.
-
E.
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.
- 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: hasLanguageFamilySubbranch Context triple: [gon, hasLanguageFamilySubbranch, South-Central Dravidian]
-
A.
languageFamilyBranchOf
chosen
Indicates that one language family branch is a sub-group or subdivision within a larger language family.
-
B.
derivedFromLanguageFamily
Indicates that one language originates from, or historically descends from, a particular language family.
-
C.
areOfficialLanguageFamilyOf
Indicates that one or more language families hold official status within, or are formally recognized as official for, a particular entity (such as a country or region).
-
D.
includesMajorLanguageFamily
Indicates that one entity encompasses, contains, or is associated with a major language family as part of its scope or classification.
-
E.
languageFamilyOf
Indicates that one entity is the language family to which the other entity (a specific language) belongs.
- 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_69bd441adc208190b70a033a0741d01e |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd730a7590819088ab8d49c5c88c2f |
completed | March 20, 2026, 4:17 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be924befc08190a077adca99fb4b86 |
completed | March 21, 2026, 12:42 p.m. |
| PD | Predicate disambiguation | batch_69bd7146e6e881908a55ab2756b631f6 |
completed | March 20, 2026, 4:09 p.m. |
Created at: March 20, 2026, 1:33 p.m.