Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880001038

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.166

lower = more alike (weighted)

The twins, closest first

#1 · Washimcell 4990002137

distance 0.166 · cross-district

#2 · Laturcell 4810001823

distance 0.167 · cross-district

#3 · Dharashivcell 4880000010

distance 0.168

#4 · Dharashivcell 4880000555

distance 0.169

#5 · Washimcell 4990002826

distance 0.171 · cross-district

#6 · Washimcell 4990001291

distance 0.172 · cross-district

#7 · Dharashivcell 4880001135

distance 0.174

#8 · Laturcell 4810001010

distance 0.179 · cross-district

#9 · Dharashivcell 4880000285

distance 0.179

#10 · Beedcell 4700007156

distance 0.179 · cross-district

#11 · Dharashivcell 4880000551

distance 0.18

#12 · Laturcell 4810000945

distance 0.18 · cross-district

#13 · Beedcell 4700000026

distance 0.182 · cross-district

#14 · Laturcell 4810000898

distance 0.183 · cross-district

#15 · Laturcell 4810000918

distance 0.19 · cross-district

#16 · Hingolicell 4770003821

distance 0.19 · cross-district

#17 · Dharashivcell 4880000860

distance 0.191

#18 · Dharashivcell 4880002150

distance 0.199

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":4880001038}}}'

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.