Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009302

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.152

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730009301

distance 0.152

#2 · Bhandaracell 4710000609

distance 0.268 · cross-district

#3 · Chandrapurcell 4730008869

distance 0.268

#4 · Nagpurcell 4840004204

distance 0.296 · cross-district

#5 · Gondiacell 4760000631

distance 0.303 · cross-district

#6 · Bhandaracell 4710001202

distance 0.31 · cross-district

#7 · Gondiacell 4760000829

distance 0.316 · cross-district

#8 · Gondiacell 4760001097

distance 0.317 · cross-district

#9 · Nagpurcell 4840003847

distance 0.326 · cross-district

#10 · Bhandaracell 4710001197

distance 0.341 · cross-district

#11 · Gondiacell 4760000856

distance 0.344 · cross-district

#12 · Gadchirolicell 4750010841

distance 0.347 · cross-district

#13 · Bhandaracell 4710000566

distance 0.353 · cross-district

#14 · Gondiacell 4760000826

distance 0.355 · cross-district

#15 · Chandrapurcell 4730007569

distance 0.355

#16 · Gondiacell 4760000828

distance 0.356 · cross-district

#17 · Amravaticell 4680009833

distance 0.362 · cross-district

#18 · Gadchirolicell 4750010306

distance 0.367 · 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":4730009302}}}'

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.