Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001942

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

0.059

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890001857

distance 0.059

#2 · Parbhanicell 4890002267

distance 0.163

#3 · Parbhanicell 4890002520

distance 0.163

#4 · Parbhanicell 4890002015

distance 0.163

#5 · Parbhanicell 4890002359

distance 0.165

#6 · Parbhanicell 4890002777

distance 0.166

#7 · Parbhanicell 4890002357

distance 0.169

#8 · Parbhanicell 4890004846

distance 0.171

#9 · Parbhanicell 4890002199

distance 0.171

#10 · Nagpurcell 4840001414

distance 0.173 · cross-district

#11 · Parbhanicell 4890002361

distance 0.174

#12 · Parbhanicell 4890001764

distance 0.175

#13 · Parbhanicell 4890001831

distance 0.178

#14 · Jalnacell 4790003429

distance 0.179 · cross-district

#15 · Parbhanicell 4890003774

distance 0.181

#16 · Nagpurcell 4840001415

distance 0.182 · cross-district

#17 · Parbhanicell 4890002768

distance 0.184

#18 · Amravaticell 4680001171

distance 0.185 · 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":4890001942}}}'

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.