Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730008565

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.169

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730008566

distance 0.169

#2 · Chandrapurcell 4730008576

distance 0.198

#3 · Yavatmalcell 5000005789

distance 0.205 · cross-district

#4 · Chandrapurcell 4730007575

distance 0.232

#5 · Bhandaracell 4710000769

distance 0.239 · cross-district

#6 · Bhandaracell 4710000642

distance 0.243 · cross-district

#7 · Chandrapurcell 4730008569

distance 0.249

#8 · Chandrapurcell 4730008571

distance 0.252

#9 · Chandrapurcell 4730007350

distance 0.255

#10 · Bhandaracell 4710001774

distance 0.257 · cross-district

#11 · Yavatmalcell 5000006503

distance 0.258 · cross-district

#12 · Chandrapurcell 4730009221

distance 0.262

#13 · Chandrapurcell 4730009086

distance 0.264

#14 · Chandrapurcell 4730009224

distance 0.264

#15 · Chandrapurcell 4730007459

distance 0.265

#16 · Bhandaracell 4710000554

distance 0.265 · cross-district

#17 · Gadchirolicell 4750011934

distance 0.266 · cross-district

#18 · Chandrapurcell 4730008871

distance 0.267

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":4730008565}}}'

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.