Bhārata Strata · Maharashtra · Yavatmal · morphological twins
Places like cell 5000000987
The MH-36 locality cells most similar to this Yavatmal cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.
Twins found
18
across 7 distinct districts
Index confidence
0.92
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.254
lower = more alike (weighted)
The twins, closest first
#1 · Nandedcell 4850008695
distance 0.254 · cross-district
#2 · Beedcell 4700008472
distance 0.289 · cross-district
#3 · Laturcell 4810004214
distance 0.299 · cross-district
#4 · Parbhanicell 4890002712
distance 0.299 · cross-district
#5 · Beedcell 4700005387
distance 0.308 · cross-district
#6 · Beedcell 4700006107
distance 0.324 · cross-district
#7 · Nandedcell 4850007106
distance 0.324 · cross-district
#8 · Solapurcell 4960004714
distance 0.327 · cross-district
#9 · Nandedcell 4850004665
distance 0.329 · cross-district
#10 · Beedcell 4700008984
distance 0.332 · cross-district
#11 · Dhulecell 4740004536
distance 0.332 · cross-district
#12 · Beedcell 4700008613
distance 0.333 · cross-district
#13 · Beedcell 4700003451
distance 0.337 · cross-district
#14 · Nandedcell 4850004730
distance 0.338 · cross-district
#15 · Nandedcell 4850002411
distance 0.339 · cross-district
#16 · Nagpurcell 4840006877
distance 0.343 · cross-district
#17 · Beedcell 4700007298
distance 0.343 · cross-district
#18 · Beedcell 4700006258
distance 0.343 · cross-district
witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.
Re-witness these twins
curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
-H 'Accept: application/json, text/event-stream' \
-d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
"arguments":{"admin_code":500,"cluster_id":5000000987}}}'Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.