Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880002927

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.139

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880002388

distance 0.139

#2 · Dharashivcell 4880002151

distance 0.149

#3 · Dharashivcell 4880002386

distance 0.154

#4 · Laturcell 4810001348

distance 0.156 · cross-district

#5 · Laturcell 4810001989

distance 0.156 · cross-district

#6 · Dharashivcell 4880002444

distance 0.158

#7 · Laturcell 4810001353

distance 0.159 · cross-district

#8 · Laturcell 4810000349

distance 0.163 · cross-district

#9 · Dharashivcell 4880003003

distance 0.163

#10 · Laturcell 4810000737

distance 0.165 · cross-district

#11 · Laturcell 4810001347

distance 0.17 · cross-district

#12 · Beedcell 4700002117

distance 0.171 · cross-district

#13 · Dharashivcell 4880002443

distance 0.174

#14 · Dharashivcell 4880001903

distance 0.175

#15 · Laturcell 4810001980

distance 0.175 · cross-district

#16 · Dharashivcell 4880004869

distance 0.175

#17 · Beedcell 4700004978

distance 0.177 · cross-district

#18 · Sanglicell 4930002440

distance 0.179 · 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":4880002927}}}'

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.