Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770000276

The MH-36 locality cells most similar to this Hingoli 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

0.92

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 4890001867

distance 0.134 · cross-district

#2 · Hingolicell 4770000278

distance 0.143

#3 · Hingolicell 4770000321

distance 0.146

#4 · Hingolicell 4770001178

distance 0.152

#5 · Hingolicell 4770001028

distance 0.158

#6 · Hingolicell 4770000188

distance 0.167

#7 · Hingolicell 4770000406

distance 0.178

#8 · Hingolicell 4770000833

distance 0.182

#9 · Hingolicell 4770001239

distance 0.187

#10 · Jalnacell 4790000272

distance 0.188 · cross-district

#11 · Parbhanicell 4890001876

distance 0.189 · cross-district

#12 · Nandedcell 4850006588

distance 0.191 · cross-district

#13 · Hingolicell 4770003591

distance 0.191

#14 · Hingolicell 4770000155

distance 0.191

#15 · Hingolicell 4770000156

distance 0.192

#16 · Yavatmalcell 5000001005

distance 0.193 · cross-district

#17 · Hingolicell 4770001208

distance 0.193

#18 · Nandedcell 4850008039

distance 0.193 · 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":477,"cluster_id":4770000276}}}'

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.