Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003368

The MH-36 locality cells most similar to this Chandrapur 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

0.216

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730005300

distance 0.216

#2 · Chandrapurcell 4730002892

distance 0.255

#3 · Chandrapurcell 4730003393

distance 0.256

#4 · Hingolicell 4770000286

distance 0.26 · cross-district

#5 · Parbhanicell 4890002116

distance 0.267 · cross-district

#6 · Parbhanicell 4890002045

distance 0.27 · cross-district

#7 · Chandrapurcell 4730003534

distance 0.271

#8 · Nandedcell 4850005208

distance 0.274 · cross-district

#9 · Chandrapurcell 4730003117

distance 0.274

#10 · Parbhanicell 4890003519

distance 0.276 · cross-district

#11 · Chandrapurcell 4730004517

distance 0.279

#12 · Chandrapurcell 4730003029

distance 0.282

#13 · Chandrapurcell 4730004318

distance 0.283

#14 · Nandedcell 4850002763

distance 0.286 · cross-district

#15 · Chandrapurcell 4730003100

distance 0.289

#16 · Chandrapurcell 4730002898

distance 0.292

#17 · Yavatmalcell 5000001478

distance 0.294 · cross-district

#18 · Nandedcell 4850004141

distance 0.295 · 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":473,"cluster_id":4730003368}}}'

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.