Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000282

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.071

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890000198

distance 0.071

#2 · Parbhanicell 4890000278

distance 0.074

#3 · Parbhanicell 4890000233

distance 0.08

#4 · Parbhanicell 4890000120

distance 0.08

#5 · Parbhanicell 4890000121

distance 0.093

#6 · Parbhanicell 4890000281

distance 0.094

#7 · Parbhanicell 4890000266

distance 0.096

#8 · Parbhanicell 4890000237

distance 0.099

#9 · Nandedcell 4850002970

distance 0.101 · cross-district

#10 · Nandedcell 4850001831

distance 0.103 · cross-district

#11 · Parbhanicell 4890000201

distance 0.109

#12 · Nandedcell 4850001994

distance 0.11 · cross-district

#13 · Nandedcell 4850002249

distance 0.113 · cross-district

#14 · Parbhanicell 4890000242

distance 0.113

#15 · Parbhanicell 4890000122

distance 0.116

#16 · Nandedcell 4850002519

distance 0.116 · cross-district

#17 · Parbhanicell 4890000309

distance 0.118

#18 · Parbhanicell 4890000274

distance 0.119

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":4890000282}}}'

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.