Bhārata Strata · Maharashtra · Ahmednagar · morphological twins

Places like cell 4660010307

The MH-36 locality cells most similar to this Ahmednagar 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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.126

lower = more alike (weighted)

The twins, closest first

#1 · Chhatrapati Sambhajinagarcell 4690000499

distance 0.126 · cross-district

#2 · Chhatrapati Sambhajinagarcell 4690000497

distance 0.183 · cross-district

#3 · Laturcell 4810006073

distance 0.207 · cross-district

#4 · Ahmednagarcell 4660012238

distance 0.218

#5 · Nandedcell 4850003510

distance 0.229 · cross-district

#6 · Parbhanicell 4890000259

distance 0.231 · cross-district

#7 · Jalgaoncell 4780000548

distance 0.234 · cross-district

#8 · Nandedcell 4850001682

distance 0.235 · cross-district

#9 · Beedcell 4700007877

distance 0.237 · cross-district

#10 · Beedcell 4700007171

distance 0.241 · cross-district

#11 · Jalgaoncell 4780000506

distance 0.244 · cross-district

#12 · Beedcell 4700007674

distance 0.251 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690000448

distance 0.251 · cross-district

#14 · Parbhanicell 4890001126

distance 0.254 · cross-district

#15 · Ahmednagarcell 4660010294

distance 0.256

#16 · Nandedcell 4850002352

distance 0.256 · cross-district

#17 · Laturcell 4810006167

distance 0.256 · cross-district

#18 · Parbhanicell 4890001540

distance 0.257 · 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":466,"cluster_id":4660010307}}}'

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.