Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730000002

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 2 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.211

lower = more alike (weighted)

The twins, closest first

#1 · Gadchirolicell 4750001904

distance 0.211 · cross-district

#2 · Gadchirolicell 4750000424

distance 0.246 · cross-district

#3 · Chandrapurcell 4730000273

distance 0.247

#4 · Chandrapurcell 4730000552

distance 0.255

#5 · Chandrapurcell 4730000272

distance 0.256

#6 · Gadchirolicell 4750000376

distance 0.259 · cross-district

#7 · Chandrapurcell 4730000080

distance 0.26

#8 · Gadchirolicell 4750001685

distance 0.263 · cross-district

#9 · Chandrapurcell 4730000217

distance 0.263

#10 · Gadchirolicell 4750000333

distance 0.263 · cross-district

#11 · Chandrapurcell 4730000530

distance 0.264

#12 · Gadchirolicell 4750000277

distance 0.264 · cross-district

#13 · Gadchirolicell 4750000810

distance 0.265 · cross-district

#14 · Chandrapurcell 4730000470

distance 0.266

#15 · Gadchirolicell 4750000881

distance 0.268 · cross-district

#16 · Gadchirolicell 4750001643

distance 0.269 · cross-district

#17 · Gadchirolicell 4750001056

distance 0.271 · cross-district

#18 · Gadchirolicell 4750000318

distance 0.272 · 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":4730000002}}}'

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.