Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730007546

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

0.205

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730006653

distance 0.205

#2 · Chandrapurcell 4730008737

distance 0.269

#3 · Chandrapurcell 4730008413

distance 0.287

#4 · Bhandaracell 4710000268

distance 0.292 · cross-district

#5 · Chandrapurcell 4730008169

distance 0.297

#6 · Chandrapurcell 4730004492

distance 0.312

#7 · Nagpurcell 4840002352

distance 0.317 · cross-district

#8 · Chandrapurcell 4730008345

distance 0.326

#9 · Gondiacell 4760000054

distance 0.332 · cross-district

#10 · Chandrapurcell 4730008338

distance 0.333

#11 · Chandrapurcell 4730007888

distance 0.334

#12 · Chandrapurcell 4730008173

distance 0.334

#13 · Chandrapurcell 4730008950

distance 0.336

#14 · Chandrapurcell 4730007982

distance 0.339

#15 · Chandrapurcell 4730006891

distance 0.339

#16 · Nagpurcell 4840000287

distance 0.34 · cross-district

#17 · Chandrapurcell 4730008012

distance 0.34

#18 · Chandrapurcell 4730004473

distance 0.341

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":4730007546}}}'

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.