Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880002240

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

0.182

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880001927

distance 0.182

#2 · Sanglicell 4930002415

distance 0.182 · cross-district

#3 · Laturcell 4810002420

distance 0.187 · cross-district

#4 · Laturcell 4810001559

distance 0.188 · cross-district

#5 · Beedcell 4700005677

distance 0.193 · cross-district

#6 · Laturcell 4810001712

distance 0.194 · cross-district

#7 · Dharashivcell 4880002440

distance 0.195

#8 · Laturcell 4810002513

distance 0.199 · cross-district

#9 · Dharashivcell 4880002968

distance 0.204

#10 · Dharashivcell 4880002251

distance 0.205

#11 · Dharashivcell 4880002354

distance 0.206

#12 · Laturcell 4810002868

distance 0.208 · cross-district

#13 · Dharashivcell 4880002163

distance 0.208

#14 · Dharashivcell 4880001313

distance 0.209

#15 · Laturcell 4810002334

distance 0.213 · cross-district

#16 · Beedcell 4700006116

distance 0.216 · cross-district

#17 · Laturcell 4810000680

distance 0.217 · cross-district

#18 · Buldhanacell 4720002481

distance 0.217 · 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":4880002240}}}'

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.