Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000259

The MH-36 locality cells most similar to this Parbhani 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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.158

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810006073

distance 0.158 · cross-district

#2 · Parbhanicell 4890000016

distance 0.162

#3 · Nandedcell 4850002352

distance 0.166 · cross-district

#4 · Parbhanicell 4890000175

distance 0.17

#5 · Beedcell 4700007171

distance 0.175 · cross-district

#6 · Laturcell 4810005559

distance 0.179 · cross-district

#7 · Parbhanicell 4890001126

distance 0.182

#8 · Nandedcell 4850001690

distance 0.189 · cross-district

#9 · Laturcell 4810005547

distance 0.189 · cross-district

#10 · Nandedcell 4850001275

distance 0.19 · cross-district

#11 · Beedcell 4700007069

distance 0.198 · cross-district

#12 · Beedcell 4700007877

distance 0.2 · cross-district

#13 · Nandedcell 4850001682

distance 0.202 · cross-district

#14 · Laturcell 4810006167

distance 0.204 · cross-district

#15 · Parbhanicell 4890001540

distance 0.204

#16 · Nandedcell 4850003510

distance 0.208 · cross-district

#17 · Parbhanicell 4890000160

distance 0.209

#18 · Dharashivcell 4880003968

distance 0.21 · 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":489,"cluster_id":4890000259}}}'

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.