Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880002953

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.175

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880003893

distance 0.175

#2 · Solapurcell 4960007109

distance 0.231 · cross-district

#3 · Laturcell 4810001377

distance 0.235 · cross-district

#4 · Solapurcell 4960001463

distance 0.249 · cross-district

#5 · Laturcell 4810002314

distance 0.249 · cross-district

#6 · Dharashivcell 4880002081

distance 0.251

#7 · Sanglicell 4930002126

distance 0.254 · cross-district

#8 · Chhatrapati Sambhajinagarcell 4690007721

distance 0.257 · cross-district

#9 · Ahmednagarcell 4660009808

distance 0.26 · cross-district

#10 · Laturcell 4810000762

distance 0.264 · cross-district

#11 · Dharashivcell 4880003440

distance 0.269

#12 · Solapurcell 4960010337

distance 0.271 · cross-district

#13 · Laturcell 4810001436

distance 0.274 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690007422

distance 0.277 · cross-district

#15 · Laturcell 4810005828

distance 0.277 · cross-district

#16 · Sanglicell 4930005273

distance 0.278 · cross-district

#17 · Solapurcell 4960002451

distance 0.281 · cross-district

#18 · Buldhanacell 4720001452

distance 0.285 · 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":4880002953}}}'

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.