Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880004287

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

across 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.079

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880005850

distance 0.079

#2 · Dharashivcell 4880004292

distance 0.109

#3 · Dharashivcell 4880004617

distance 0.118

#4 · Dharashivcell 4880000282

distance 0.128

#5 · Dharashivcell 4880005111

distance 0.131

#6 · Solapurcell 4960011710

distance 0.132 · cross-district

#7 · Solapurcell 4960012177

distance 0.133 · cross-district

#8 · Beedcell 4700000136

distance 0.135 · cross-district

#9 · Dharashivcell 4880000338

distance 0.136

#10 · Beedcell 4700000452

distance 0.142 · cross-district

#11 · Dharashivcell 4880004544

distance 0.142

#12 · Solapurcell 4960011803

distance 0.144 · cross-district

#13 · Dharashivcell 4880005566

distance 0.145

#14 · Dharashivcell 4880002059

distance 0.149

#15 · Dharashivcell 4880004286

distance 0.15

#16 · Beedcell 4700004781

distance 0.15 · cross-district

#17 · Solapurcell 4960011110

distance 0.15 · cross-district

#18 · Beedcell 4700000698

distance 0.151 · 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":4880004287}}}'

Machine-readable JSON twin →Full dossier →

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.