Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880001421

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

0.113

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880001509

distance 0.113

#2 · Laturcell 4810001632

distance 0.144 · cross-district

#3 · Laturcell 4810000672

distance 0.161 · cross-district

#4 · Laturcell 4810001071

distance 0.171 · cross-district

#5 · Beedcell 4700001287

distance 0.181 · cross-district

#6 · Laturcell 4810001718

distance 0.187 · cross-district

#7 · Dharashivcell 4880001605

distance 0.195

#8 · Beedcell 4700001427

distance 0.203 · cross-district

#9 · Dharashivcell 4880001688

distance 0.204

#10 · Beedcell 4700001884

distance 0.209 · cross-district

#11 · Laturcell 4810001324

distance 0.21 · cross-district

#12 · Laturcell 4810002341

distance 0.212 · cross-district

#13 · Parbhanicell 4890000313

distance 0.214 · cross-district

#14 · Laturcell 4810002148

distance 0.217 · cross-district

#15 · Beedcell 4700000435

distance 0.218 · cross-district

#16 · Dharashivcell 4880001438

distance 0.218

#17 · Beedcell 4700002351

distance 0.219 · cross-district

#18 · Buldhanacell 4720001789

distance 0.219 · 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":4880001421}}}'

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.