Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890002449

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.134

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890002861

distance 0.134

#2 · Parbhanicell 4890002772

distance 0.145

#3 · Parbhanicell 4890002771

distance 0.147

#4 · Hingolicell 4770000408

distance 0.153 · cross-district

#5 · Hingolicell 4770000509

distance 0.161 · cross-district

#6 · Parbhanicell 4890003106

distance 0.162

#7 · Hingolicell 4770000407

distance 0.169 · cross-district

#8 · Parbhanicell 4890002616

distance 0.172

#9 · Hingolicell 4770000569

distance 0.175 · cross-district

#10 · Hingolicell 4770000164

distance 0.176 · cross-district

#11 · Hingolicell 4770000609

distance 0.179 · cross-district

#12 · Hingolicell 4770000132

distance 0.18 · cross-district

#13 · Parbhanicell 4890002687

distance 0.18

#14 · Hingolicell 4770000511

distance 0.182 · cross-district

#15 · Parbhanicell 4890002452

distance 0.183

#16 · Parbhanicell 4890002697

distance 0.184

#17 · Parbhanicell 4890002607

distance 0.189

#18 · Jalgaoncell 4780006385

distance 0.191 · 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":4890002449}}}'

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.