Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001653

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.064

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890002240

distance 0.064

#2 · Parbhanicell 4890002082

distance 0.076

#3 · Parbhanicell 4890001738

distance 0.078

#4 · Parbhanicell 4890002551

distance 0.089

#5 · Parbhanicell 4890001998

distance 0.09

#6 · Parbhanicell 4890001892

distance 0.091

#7 · Parbhanicell 4890002403

distance 0.101

#8 · Parbhanicell 4890001903

distance 0.104

#9 · Parbhanicell 4890002151

distance 0.11

#10 · Parbhanicell 4890001735

distance 0.111

#11 · Parbhanicell 4890002160

distance 0.113

#12 · Parbhanicell 4890001982

distance 0.115

#13 · Parbhanicell 4890001654

distance 0.121

#14 · Parbhanicell 4890002330

distance 0.129

#15 · Parbhanicell 4890001647

distance 0.131

#16 · Parbhanicell 4890001656

distance 0.132

#17 · Beedcell 4700007089

distance 0.134 · cross-district

#18 · Parbhanicell 4890002582

distance 0.134

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":4890001653}}}'

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.