Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730008976

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

0.149

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730009117

distance 0.149

#2 · Chandrapurcell 4730009220

distance 0.186

#3 · Gondiacell 4760000985

distance 0.249 · cross-district

#4 · Yavatmalcell 5000007403

distance 0.292 · cross-district

#5 · Chandrapurcell 4730007461

distance 0.299

#6 · Chandrapurcell 4730006441

distance 0.304

#7 · Chandrapurcell 4730009372

distance 0.305

#8 · Chandrapurcell 4730009118

distance 0.314

#9 · Chandrapurcell 4730006117

distance 0.319

#10 · Bhandaracell 4710000920

distance 0.32 · cross-district

#11 · Bhandaracell 4710001087

distance 0.321 · cross-district

#12 · Bhandaracell 4710000424

distance 0.321 · cross-district

#13 · Gadchirolicell 4750009678

distance 0.328 · cross-district

#14 · Chandrapurcell 4730007256

distance 0.33

#15 · Chandrapurcell 4730009389

distance 0.332

#16 · Yavatmalcell 5000005784

distance 0.335 · cross-district

#17 · Chandrapurcell 4730009184

distance 0.336

#18 · Chandrapurcell 4730009245

distance 0.338

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":4730008976}}}'

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.