Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000352

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.112

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890000440

distance 0.112

#2 · Parbhanicell 4890001252

distance 0.116

#3 · Parbhanicell 4890001251

distance 0.128

#4 · Parbhanicell 4890001324

distance 0.129

#5 · Parbhanicell 4890001321

distance 0.152

#6 · Parbhanicell 4890000388

distance 0.159

#7 · Parbhanicell 4890000662

distance 0.17

#8 · Laturcell 4810005480

distance 0.17 · cross-district

#9 · Nandedcell 4850004171

distance 0.173 · cross-district

#10 · Laturcell 4810005837

distance 0.174 · cross-district

#11 · Parbhanicell 4890000718

distance 0.174

#12 · Parbhanicell 4890000315

distance 0.175

#13 · Parbhanicell 4890000716

distance 0.175

#14 · Parbhanicell 4890000152

distance 0.176

#15 · Parbhanicell 4890000383

distance 0.177

#16 · Parbhanicell 4890000235

distance 0.177

#17 · Parbhanicell 4890000240

distance 0.179

#18 · Chhatrapati Sambhajinagarcell 4690000539

distance 0.179 · 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":4890000352}}}'

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.