Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880002014

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.23

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880001693

distance 0.23

#2 · Laturcell 4810000454

distance 0.231 · cross-district

#3 · Dharashivcell 4880001778

distance 0.235

#4 · Dharashivcell 4880002018

distance 0.249

#5 · Dharashivcell 4880001137

distance 0.256

#6 · Laturcell 4810000624

distance 0.262 · cross-district

#7 · Laturcell 4810000278

distance 0.271 · cross-district

#8 · Beedcell 4700004279

distance 0.285 · cross-district

#9 · Dharashivcell 4880002487

distance 0.289

#10 · Beedcell 4700000567

distance 0.301 · cross-district

#11 · Laturcell 4810001930

distance 0.301 · cross-district

#12 · Nashikcell 4870012579

distance 0.308 · cross-district

#13 · Nashikcell 4870012048

distance 0.309 · cross-district

#14 · Solapurcell 4960002615

distance 0.31 · cross-district

#15 · Beedcell 4700005101

distance 0.311 · cross-district

#16 · Laturcell 4810000171

distance 0.313 · cross-district

#17 · Beedcell 4700005100

distance 0.316 · cross-district

#18 · Laturcell 4810002287

distance 0.32 · 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":4880002014}}}'

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.