Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730008517

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.225

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710000847

distance 0.225 · cross-district

#2 · Chandrapurcell 4730003497

distance 0.245

#3 · Chandrapurcell 4730008519

distance 0.269

#4 · Chandrapurcell 4730008297

distance 0.27

#5 · Chandrapurcell 4730006427

distance 0.303

#6 · Gadchirolicell 4750011935

distance 0.304 · cross-district

#7 · Gondiacell 4760000311

distance 0.305 · cross-district

#8 · Chandrapurcell 4730003929

distance 0.323

#9 · Bhandaracell 4710001032

distance 0.327 · cross-district

#10 · Chandrapurcell 4730002081

distance 0.335

#11 · Gadchirolicell 4750010834

distance 0.335 · cross-district

#12 · Gadchirolicell 4750011991

distance 0.335 · cross-district

#13 · Bhandaracell 4710001363

distance 0.335 · cross-district

#14 · Gadchirolicell 4750008051

distance 0.336 · cross-district

#15 · Chandrapurcell 4730004106

distance 0.337

#16 · Gadchirolicell 4750008974

distance 0.338 · cross-district

#17 · Gadchirolicell 4750010775

distance 0.339 · cross-district

#18 · Yavatmalcell 5000003678

distance 0.339 · 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":4730008517}}}'

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.