Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880001036

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 11 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.109

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880000945

distance 0.109

#2 · Solapurcell 4960004478

distance 0.14 · cross-district

#3 · Solapurcell 4960006940

distance 0.168 · cross-district

#4 · Jalnacell 4790002465

distance 0.192 · cross-district

#5 · Dharashivcell 4880000946

distance 0.199

#6 · Wardhacell 4980005403

distance 0.203 · cross-district

#7 · Chhatrapati Sambhajinagarcell 4690000801

distance 0.203 · cross-district

#8 · Dharashivcell 4880000887

distance 0.205

#9 · Washimcell 4990003610

distance 0.213 · cross-district

#10 · Ahmednagarcell 4660012396

distance 0.222 · cross-district

#11 · Beedcell 4700000937

distance 0.224 · cross-district

#12 · Wardhacell 4980005474

distance 0.229 · cross-district

#13 · Hingolicell 4770002473

distance 0.23 · cross-district

#14 · Wardhacell 4980005310

distance 0.232 · cross-district

#15 · Laturcell 4810000666

distance 0.234 · cross-district

#16 · Dharashivcell 4880002435

distance 0.237

#17 · Jalgaoncell 4780003932

distance 0.239 · cross-district

#18 · Dharashivcell 4880000640

distance 0.24

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":4880001036}}}'

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.