Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004497

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 7 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.217

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730003839

distance 0.217

#2 · Gadchirolicell 4750007600

distance 0.221 · cross-district

#3 · Gadchirolicell 4750008859

distance 0.249 · cross-district

#4 · Chandrapurcell 4730008519

distance 0.292

#5 · Jalgaoncell 4780006388

distance 0.293 · cross-district

#6 · Chandrapurcell 4730003497

distance 0.295

#7 · Akolacell 4670003424

distance 0.297 · cross-district

#8 · Gadchirolicell 4750011935

distance 0.3 · cross-district

#9 · Gadchirolicell 4750008051

distance 0.303 · cross-district

#10 · Gondiacell 4760003249

distance 0.306 · cross-district

#11 · Wardhacell 4980002526

distance 0.313 · cross-district

#12 · Gadchirolicell 4750006312

distance 0.315 · cross-district

#13 · Yavatmalcell 5000008364

distance 0.316 · cross-district

#14 · Gondiacell 4760003245

distance 0.316 · cross-district

#15 · Chandrapurcell 4730004781

distance 0.318

#16 · Gadchirolicell 4750010320

distance 0.318 · cross-district

#17 · Wardhacell 4980001547

distance 0.32 · cross-district

#18 · Akolacell 4670003864

distance 0.322 · 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":4730004497}}}'

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.