Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880003821

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.084

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880003823

distance 0.084

#2 · Dharashivcell 4880003388

distance 0.184

#3 · Beedcell 4700004292

distance 0.231 · cross-district

#4 · Laturcell 4810005860

distance 0.248 · cross-district

#5 · Laturcell 4810006109

distance 0.254 · cross-district

#6 · Dharashivcell 4880002574

distance 0.268

#7 · Solapurcell 4960012288

distance 0.269 · cross-district

#8 · Dharashivcell 4880003389

distance 0.269

#9 · Beedcell 4700004820

distance 0.272 · cross-district

#10 · Laturcell 4810000845

distance 0.275 · cross-district

#11 · Parbhanicell 4890000215

distance 0.277 · cross-district

#12 · Laturcell 4810004121

distance 0.28 · cross-district

#13 · Laturcell 4810000944

distance 0.281 · cross-district

#14 · Dharashivcell 4880002521

distance 0.283

#15 · Chhatrapati Sambhajinagarcell 4690000492

distance 0.29 · cross-district

#16 · Solapurcell 4960012338

distance 0.293 · cross-district

#17 · Laturcell 4810006108

distance 0.294 · cross-district

#18 · Dharashivcell 4880004945

distance 0.295

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":4880003821}}}'

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.