Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730006103

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.213

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730006905

distance 0.213

#2 · Chandrapurcell 4730007236

distance 0.223

#3 · Chandrapurcell 4730007244

distance 0.236

#4 · Chandrapurcell 4730006102

distance 0.246

#5 · Yavatmalcell 5000005789

distance 0.251 · cross-district

#6 · Chandrapurcell 4730007575

distance 0.259

#7 · Chandrapurcell 4730005987

distance 0.26

#8 · Chandrapurcell 4730007119

distance 0.262

#9 · Chandrapurcell 4730007238

distance 0.263

#10 · Chandrapurcell 4730005232

distance 0.264

#11 · Yavatmalcell 5000006633

distance 0.267 · cross-district

#12 · Chandrapurcell 4730007350

distance 0.268

#13 · Chandrapurcell 4730004565

distance 0.272

#14 · Chandrapurcell 4730007006

distance 0.274

#15 · Gadchirolicell 4750009990

distance 0.275 · cross-district

#16 · Gadchirolicell 4750011403

distance 0.275 · cross-district

#17 · Gondiacell 4760000339

distance 0.277 · cross-district

#18 · Yavatmalcell 5000003725

distance 0.277 · 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":4730006103}}}'

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.