Bhārata Strata · Maharashtra · Yavatmal · morphological twins
Places like cell 5000001738
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 6 distinct districts
Index confidence
0.92
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.273
lower = more alike (weighted)
The twins, closest first
#1 · Yavatmalcell 5000001360
distance 0.273
#2 · Gadchirolicell 4750002880
distance 0.306 · cross-district
#3 · Hingolicell 4770001532
distance 0.312 · cross-district
#4 · Nandedcell 4850001584
distance 0.317 · cross-district
#5 · Nandedcell 4850006120
distance 0.32 · cross-district
#6 · Nandedcell 4850006520
distance 0.328 · cross-district
#7 · Nandedcell 4850003293
distance 0.329 · cross-district
#8 · Gadchirolicell 4750004491
distance 0.33 · cross-district
#9 · Dhulecell 4740005526
distance 0.334 · cross-district
#10 · Yavatmalcell 5000002041
distance 0.335
#11 · Yavatmalcell 5000000840
distance 0.335
#12 · Yavatmalcell 5000004168
distance 0.336
#13 · Yavatmalcell 5000003613
distance 0.342
#14 · Washimcell 4990002550
distance 0.343 · cross-district
#15 · Gadchirolicell 4750007116
distance 0.344 · cross-district
#16 · Hingolicell 4770000570
distance 0.346 · cross-district
#17 · Nandedcell 4850004284
distance 0.347 · cross-district
#18 · Gadchirolicell 4750003215
distance 0.348 · 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":5000001738}}}'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.