Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730007864

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.326

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001386

distance 0.326 · cross-district

#2 · Wardhacell 4980003440

distance 0.331 · cross-district

#3 · Bhandaracell 4710001680

distance 0.336 · cross-district

#4 · Bhandaracell 4710001381

distance 0.379 · cross-district

#5 · Chandrapurcell 4730007255

distance 0.39

#6 · Bhandaracell 4710001325

distance 0.398 · cross-district

#7 · Gondiacell 4760001670

distance 0.401 · cross-district

#8 · Chandrapurcell 4730009318

distance 0.409

#9 · Chandrapurcell 4730009453

distance 0.415

#10 · Nashikcell 4870010469

distance 0.43 · cross-district

#11 · Gadchirolicell 4750011117

distance 0.43 · cross-district

#12 · Chandrapurcell 4730009000

distance 0.431

#13 · Nashikcell 4870009543

distance 0.434 · cross-district

#14 · Chandrapurcell 4730005900

distance 0.445

#15 · Jalgaoncell 4780001093

distance 0.449 · cross-district

#16 · Nagpurcell 4840001249

distance 0.456 · cross-district

#17 · Wardhacell 4980002881

distance 0.458 · cross-district

#18 · Nashikcell 4870008106

distance 0.458 · 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":4730007864}}}'

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.