Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890003348

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.115

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890003044

distance 0.115

#2 · Parbhanicell 4890003127

distance 0.126

#3 · Parbhanicell 4890002885

distance 0.158

#4 · Parbhanicell 4890003425

distance 0.163

#5 · Beedcell 4700008121

distance 0.165 · cross-district

#6 · Parbhanicell 4890003349

distance 0.172

#7 · Hingolicell 4770003585

distance 0.176 · cross-district

#8 · Parbhanicell 4890003295

distance 0.181

#9 · Beedcell 4700007367

distance 0.182 · cross-district

#10 · Parbhanicell 4890002731

distance 0.182

#11 · Nandedcell 4850008919

distance 0.183 · cross-district

#12 · Beedcell 4700007927

distance 0.184 · cross-district

#13 · Jalnacell 4790002047

distance 0.186 · cross-district

#14 · Parbhanicell 4890003305

distance 0.19

#15 · Parbhanicell 4890002728

distance 0.192

#16 · Parbhanicell 4890002062

distance 0.192

#17 · Beedcell 4700009050

distance 0.193 · cross-district

#18 · Parbhanicell 4890002887

distance 0.195

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":4890003348}}}'

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.