Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004582

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.293

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000006244

distance 0.293 · cross-district

#2 · Chandrapurcell 4730004685

distance 0.347

#3 · Chandrapurcell 4730007546

distance 0.366

#4 · Chandrapurcell 4730008519

distance 0.368

#5 · Gadchirolicell 4750011935

distance 0.373 · cross-district

#6 · Gadchirolicell 4750006312

distance 0.375 · cross-district

#7 · Gadchirolicell 4750008974

distance 0.378 · cross-district

#8 · Chandrapurcell 4730006427

distance 0.379

#9 · Chandrapurcell 4730002081

distance 0.381

#10 · Chandrapurcell 4730006653

distance 0.384

#11 · Chandrapurcell 4730007886

distance 0.387

#12 · Bhandaracell 4710000847

distance 0.389 · cross-district

#13 · Gadchirolicell 4750011606

distance 0.389 · cross-district

#14 · Chandrapurcell 4730003929

distance 0.391

#15 · Wardhacell 4980000003

distance 0.395 · cross-district

#16 · Chandrapurcell 4730008517

distance 0.396

#17 · Chandrapurcell 4730004106

distance 0.397

#18 · Gadchirolicell 4750008859

distance 0.397 · 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":4730004582}}}'

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.