Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730007886

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.132

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730009024

distance 0.132

#2 · Chandrapurcell 4730007888

distance 0.171

#3 · Chandrapurcell 4730007887

distance 0.202

#4 · Bhandaracell 4710000096

distance 0.22 · cross-district

#5 · Chandrapurcell 4730008173

distance 0.24

#6 · Chandrapurcell 4730007693

distance 0.248

#7 · Wardhacell 4980000003

distance 0.256 · cross-district

#8 · Chandrapurcell 4730008695

distance 0.262

#9 · Chandrapurcell 4730003423

distance 0.273

#10 · Chandrapurcell 4730005484

distance 0.274

#11 · Chandrapurcell 4730003929

distance 0.275

#12 · Gondiacell 4760000516

distance 0.275 · cross-district

#13 · Wardhacell 4980000141

distance 0.278 · cross-district

#14 · Yavatmalcell 5000008364

distance 0.279 · cross-district

#15 · Gadchirolicell 4750010834

distance 0.282 · cross-district

#16 · Chandrapurcell 4730004473

distance 0.283

#17 · Chandrapurcell 4730008338

distance 0.284

#18 · Chandrapurcell 4730009373

distance 0.285

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":4730007886}}}'

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.