Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770001084

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.188

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770001431

distance 0.188

#2 · Hingolicell 4770001442

distance 0.195

#3 · Hingolicell 4770001305

distance 0.201

#4 · Hingolicell 4770000041

distance 0.201

#5 · Hingolicell 4770001386

distance 0.202

#6 · Hingolicell 4770000328

distance 0.203

#7 · Hingolicell 4770001082

distance 0.204

#8 · Hingolicell 4770000444

distance 0.204

#9 · Hingolicell 4770001022

distance 0.205

#10 · Hingolicell 4770000498

distance 0.206

#11 · Hingolicell 4770000130

distance 0.206

#12 · Hingolicell 4770001318

distance 0.207

#13 · Nandedcell 4850007788

distance 0.212 · cross-district

#14 · Hingolicell 4770000235

distance 0.217

#15 · Hingolicell 4770000710

distance 0.22

#16 · Hingolicell 4770000273

distance 0.221

#17 · Hingolicell 4770000709

distance 0.221

#18 · Nandedcell 4850007581

distance 0.224 · 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":4770001084}}}'

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.