Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005367

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

0.318

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710000349

distance 0.318 · cross-district

#2 · Gadchirolicell 4750007820

distance 0.324 · cross-district

#3 · Nagpurcell 4840001244

distance 0.342 · cross-district

#4 · Chandrapurcell 4730004407

distance 0.363

#5 · Chandrapurcell 4730004312

distance 0.365

#6 · Bhandaracell 4710001633

distance 0.371 · cross-district

#7 · Jalgaoncell 4780003820

distance 0.372 · cross-district

#8 · Solapurcell 4960011054

distance 0.386 · cross-district

#9 · Chandrapurcell 4730004502

distance 0.387

#10 · Nagpurcell 4840001210

distance 0.387 · cross-district

#11 · Nagpurcell 4840003148

distance 0.395 · cross-district

#12 · Chandrapurcell 4730003441

distance 0.398

#13 · Nagpurcell 4840003147

distance 0.398 · cross-district

#14 · Nandedcell 4850004002

distance 0.399 · cross-district

#15 · Sanglicell 4930006154

distance 0.399 · cross-district

#16 · Nagpurcell 4840003241

distance 0.402 · cross-district

#17 · Gadchirolicell 4750007821

distance 0.402 · cross-district

#18 · Yavatmalcell 5000011148

distance 0.403 · 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":4730005367}}}'

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.