Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001526

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

0.132

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890001448

distance 0.132

#2 · Parbhanicell 4890001372

distance 0.173

#3 · Parbhanicell 4890000812

distance 0.176

#4 · Parbhanicell 4890000944

distance 0.18

#5 · Parbhanicell 4890000800

distance 0.183

#6 · Parbhanicell 4890000813

distance 0.184

#7 · Parbhanicell 4890001374

distance 0.186

#8 · Parbhanicell 4890001011

distance 0.189

#9 · Parbhanicell 4890001444

distance 0.189

#10 · Parbhanicell 4890001375

distance 0.191

#11 · Parbhanicell 4890000877

distance 0.193

#12 · Parbhanicell 4890001450

distance 0.193

#13 · Nagpurcell 4840006405

distance 0.195 · cross-district

#14 · Parbhanicell 4890001523

distance 0.197

#15 · Beedcell 4700007478

distance 0.198 · cross-district

#16 · Parbhanicell 4890000652

distance 0.199

#17 · Parbhanicell 4890001599

distance 0.199

#18 · Ahmednagarcell 4660009632

distance 0.2 · 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":4890001526}}}'

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.