Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730008308

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.14

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730007573

distance 0.14

#2 · Gadchirolicell 4750010370

distance 0.155 · cross-district

#3 · Chandrapurcell 4730006883

distance 0.167

#4 · Chandrapurcell 4730005854

distance 0.19

#5 · Chandrapurcell 4730009316

distance 0.205

#6 · Gadchirolicell 4750010765

distance 0.21 · cross-district

#7 · Chandrapurcell 4730009371

distance 0.214

#8 · Chandrapurcell 4730008547

distance 0.216

#9 · Chandrapurcell 4730009376

distance 0.222

#10 · Chandrapurcell 4730009370

distance 0.224

#11 · Chandrapurcell 4730007002

distance 0.229

#12 · Chandrapurcell 4730007827

distance 0.229

#13 · Chandrapurcell 4730007117

distance 0.23

#14 · Gadchirolicell 4750010892

distance 0.232 · cross-district

#15 · Gadchirolicell 4750010844

distance 0.232 · cross-district

#16 · Chandrapurcell 4730008546

distance 0.235

#17 · Chandrapurcell 4730007456

distance 0.236

#18 · Gadchirolicell 4750010695

distance 0.237 · 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":4730008308}}}'

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.