Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850000928

The MH-36 locality cells most similar to this Nanded 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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.135

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850000926

distance 0.135

#2 · Nandedcell 4850000931

distance 0.141

#3 · Laturcell 4810005520

distance 0.152 · cross-district

#4 · Nandedcell 4850002240

distance 0.172

#5 · Laturcell 4810004029

distance 0.182 · cross-district

#6 · Nandedcell 4850000981

distance 0.182

#7 · Laturcell 4810003708

distance 0.185 · cross-district

#8 · Parbhanicell 4890001013

distance 0.186 · cross-district

#9 · Nandedcell 4850000982

distance 0.186

#10 · Laturcell 4810005521

distance 0.187 · cross-district

#11 · Laturcell 4810003402

distance 0.19 · cross-district

#12 · Laturcell 4810004321

distance 0.192 · cross-district

#13 · Laturcell 4810004611

distance 0.193 · cross-district

#14 · Parbhanicell 4890000888

distance 0.194 · cross-district

#15 · Nandedcell 4850005852

distance 0.194

#16 · Parbhanicell 4890001265

distance 0.194 · cross-district

#17 · Nandedcell 4850002155

distance 0.196

#18 · Laturcell 4810003712

distance 0.199 · 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":485,"cluster_id":4850000928}}}'

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.