Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004319

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 9 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.282

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840003283

distance 0.282 · cross-district

#2 · Chandrapurcell 4730001950

distance 0.288

#3 · Chandrapurcell 4730003459

distance 0.308

#4 · Kolhapurcell 4800004600

distance 0.311 · cross-district

#5 · Chandrapurcell 4730003461

distance 0.312

#6 · Solapurcell 4960011101

distance 0.313 · cross-district

#7 · Chandrapurcell 4730003244

distance 0.314

#8 · Beedcell 4700007729

distance 0.315 · cross-district

#9 · Chandrapurcell 4730003771

distance 0.322

#10 · Chandrapurcell 4730004322

distance 0.327

#11 · Dharashivcell 4880000144

distance 0.33 · cross-district

#12 · Chandrapurcell 4730002450

distance 0.334

#13 · Laturcell 4810004551

distance 0.342 · cross-district

#14 · Yavatmalcell 5000005164

distance 0.345 · cross-district

#15 · Wardhacell 4980002843

distance 0.345 · cross-district

#16 · Chandrapurcell 4730004516

distance 0.347

#17 · Yavatmalcell 5000005489

distance 0.347 · cross-district

#18 · Chandrapurcell 4730002977

distance 0.357

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":4730004319}}}'

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.