Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890002326

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 1 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.084

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890002323

distance 0.084

#2 · Parbhanicell 4890001912

distance 0.092

#3 · Parbhanicell 4890002325

distance 0.096

#4 · Parbhanicell 4890001913

distance 0.102

#5 · Parbhanicell 4890002324

distance 0.11

#6 · Parbhanicell 4890002744

distance 0.111

#7 · Parbhanicell 4890002243

distance 0.114

#8 · Parbhanicell 4890002156

distance 0.115

#9 · Parbhanicell 4890002244

distance 0.123

#10 · Parbhanicell 4890002327

distance 0.125

#11 · Parbhanicell 4890001755

distance 0.13

#12 · Parbhanicell 4890001991

distance 0.134

#13 · Parbhanicell 4890001839

distance 0.134

#14 · Parbhanicell 4890001652

distance 0.135

#15 · Parbhanicell 4890002179

distance 0.138

#16 · Parbhanicell 4890002241

distance 0.141

#17 · Parbhanicell 4890001837

distance 0.143

#18 · Parbhanicell 4890002656

distance 0.143

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":4890002326}}}'

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.