Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880002129

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.182

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880001725

distance 0.182

#2 · Dharashivcell 4880001952

distance 0.198

#3 · Solapurcell 4960009460

distance 0.202 · cross-district

#4 · Solapurcell 4960009900

distance 0.209 · cross-district

#5 · Laturcell 4810004064

distance 0.21 · cross-district

#6 · Solapurcell 4960008749

distance 0.212 · cross-district

#7 · Dharashivcell 4880005592

distance 0.217

#8 · Solapurcell 4960009055

distance 0.221 · cross-district

#9 · Dharashivcell 4880004186

distance 0.221

#10 · Dharashivcell 4880004188

distance 0.225

#11 · Dharashivcell 4880004271

distance 0.225

#12 · Ahmednagarcell 4660000719

distance 0.23 · cross-district

#13 · Solapurcell 4960012040

distance 0.231 · cross-district

#14 · Solapurcell 4960008359

distance 0.234 · cross-district

#15 · Dharashivcell 4880004442

distance 0.237

#16 · Solapurcell 4960011093

distance 0.238 · cross-district

#17 · Laturcell 4810003057

distance 0.238 · cross-district

#18 · Nashikcell 4870012234

distance 0.239 · 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":4880002129}}}'

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.