Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730008598

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

0.161

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730009313

distance 0.161

#2 · Chandrapurcell 4730005669

distance 0.181

#3 · Chandrapurcell 4730009047

distance 0.204

#4 · Chandrapurcell 4730006316

distance 0.212

#5 · Gondiacell 4760001150

distance 0.233 · cross-district

#6 · Yavatmalcell 5000007035

distance 0.237 · cross-district

#7 · Chandrapurcell 4730008557

distance 0.238

#8 · Chandrapurcell 4730009430

distance 0.239

#9 · Bhandaracell 4710000670

distance 0.248 · cross-district

#10 · Chandrapurcell 4730009225

distance 0.25

#11 · Bhandaracell 4710001622

distance 0.25 · cross-district

#12 · Chandrapurcell 4730009315

distance 0.257

#13 · Chandrapurcell 4730007350

distance 0.257

#14 · Bhandaracell 4710003463

distance 0.258 · cross-district

#15 · Gondiacell 4760000306

distance 0.259 · cross-district

#16 · Chandrapurcell 4730007453

distance 0.261

#17 · Chandrapurcell 4730005441

distance 0.261

#18 · Chandrapurcell 4730008679

distance 0.263

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":4730008598}}}'

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.