Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002906

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

0.245

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000005501

distance 0.245 · cross-district

#2 · Chandrapurcell 4730002836

distance 0.269

#3 · Chandrapurcell 4730002377

distance 0.283

#4 · Chandrapurcell 4730003602

distance 0.285

#5 · Chandrapurcell 4730003108

distance 0.285

#6 · Gondiacell 4760000310

distance 0.295 · cross-district

#7 · Chandrapurcell 4730003112

distance 0.309

#8 · Chandrapurcell 4730003255

distance 0.311

#9 · Parbhanicell 4890001712

distance 0.311 · cross-district

#10 · Parbhanicell 4890003413

distance 0.314 · cross-district

#11 · Chandrapurcell 4730002766

distance 0.316

#12 · Chandrapurcell 4730003525

distance 0.316

#13 · Chandrapurcell 4730002252

distance 0.318

#14 · Chandrapurcell 4730003102

distance 0.323

#15 · Chandrapurcell 4730004056

distance 0.324

#16 · Chandrapurcell 4730003105

distance 0.324

#17 · Nagpurcell 4840004953

distance 0.329 · cross-district

#18 · Yavatmalcell 5000002909

distance 0.331 · 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":4730002906}}}'

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.