Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880002191

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

0.167

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880002688

distance 0.167

#2 · Laturcell 4810000135

distance 0.167 · cross-district

#3 · Solapurcell 4960004930

distance 0.168 · cross-district

#4 · Dharashivcell 4880005017

distance 0.174

#5 · Beedcell 4700007069

distance 0.174 · cross-district

#6 · Laturcell 4810001137

distance 0.176 · cross-district

#7 · Laturcell 4810001207

distance 0.177 · cross-district

#8 · Laturcell 4810000839

distance 0.18 · cross-district

#9 · Laturcell 4810000761

distance 0.185 · cross-district

#10 · Washimcell 4990003237

distance 0.185 · cross-district

#11 · Laturcell 4810001806

distance 0.186 · cross-district

#12 · Beedcell 4700008772

distance 0.186 · cross-district

#13 · Dharashivcell 4880000688

distance 0.186

#14 · Washimcell 4990001796

distance 0.187 · cross-district

#15 · Washimcell 4990002949

distance 0.189 · cross-district

#16 · Dharashivcell 4880001302

distance 0.19

#17 · Beedcell 4700007171

distance 0.191 · cross-district

#18 · Beedcell 4700000057

distance 0.191 · 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":4880002191}}}'

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.