Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730006468

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.155

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730005680

distance 0.155

#2 · Chandrapurcell 4730005893

distance 0.171

#3 · Chandrapurcell 4730005468

distance 0.184

#4 · Chandrapurcell 4730003435

distance 0.223

#5 · Chandrapurcell 4730006353

distance 0.227

#6 · Chandrapurcell 4730005171

distance 0.232

#7 · Chandrapurcell 4730006239

distance 0.243

#8 · Chandrapurcell 4730005574

distance 0.285

#9 · Gondiacell 4760001450

distance 0.285 · cross-district

#10 · Chandrapurcell 4730005786

distance 0.286

#11 · Chandrapurcell 4730005074

distance 0.287

#12 · Bhandaracell 4710001383

distance 0.297 · cross-district

#13 · Wardhacell 4980003591

distance 0.3 · cross-district

#14 · Chandrapurcell 4730005573

distance 0.302

#15 · Wardhacell 4980000753

distance 0.307 · cross-district

#16 · Nagpurcell 4840006935

distance 0.309 · cross-district

#17 · Chandrapurcell 4730001131

distance 0.313

#18 · Nagpurcell 4840001837

distance 0.318 · 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":4730006468}}}'

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.