Bhārata Strata · Maharashtra · Dharashiv · morphological twins
Places like cell 4880006012
The MH-36 locality cells most similar to this Dharashiv 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 13 distinct districts
Index confidence
0.9
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.274
lower = more alike (weighted)
The twins, closest first
#1 · Washimcell 4990001308
distance 0.274 · cross-district
#2 · Nashikcell 4870011099
distance 0.338 · cross-district
#3 · Ahmednagarcell 4660012332
distance 0.355 · cross-district
#4 · Akolacell 4670002306
distance 0.373 · cross-district
#5 · Beedcell 4700005553
distance 0.377 · cross-district
#6 · Solapurcell 4960011182
distance 0.396 · cross-district
#7 · Chhatrapati Sambhajinagarcell 4690002484
distance 0.398 · cross-district
#8 · Sanglicell 4930000345
distance 0.405 · cross-district
#9 · Ahmednagarcell 4660004947
distance 0.408 · cross-district
#10 · Kolhapurcell 4800004330
distance 0.419 · cross-district
#11 · Beedcell 4700002557
distance 0.42 · cross-district
#12 · Wardhacell 4980002640
distance 0.424 · cross-district
#13 · Jalgaoncell 4780005334
distance 0.425 · cross-district
#14 · Parbhanicell 4890004116
distance 0.432 · cross-district
#15 · Amravaticell 4680000416
distance 0.438 · cross-district
#16 · Kolhapurcell 4800005054
distance 0.44 · cross-district
#17 · Sanglicell 4930000538
distance 0.443 · cross-district
#18 · Chhatrapati Sambhajinagarcell 4690002892
distance 0.445 · 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":488,"cluster_id":4880006012}}}'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.