Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002176

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.161

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730001689

distance 0.161

#2 · Nandedcell 4850000426

distance 0.208 · cross-district

#3 · Nandedcell 4850000406

distance 0.215 · cross-district

#4 · Chandrapurcell 4730001317

distance 0.216

#5 · Yavatmalcell 5000010055

distance 0.221 · cross-district

#6 · Chandrapurcell 4730001039

distance 0.228

#7 · Chandrapurcell 4730001692

distance 0.229

#8 · Chandrapurcell 4730001323

distance 0.231

#9 · Nandedcell 4850000423

distance 0.233 · cross-district

#10 · Nandedcell 4850001803

distance 0.235 · cross-district

#11 · Nagpurcell 4840004842

distance 0.241 · cross-district

#12 · Nandedcell 4850000842

distance 0.241 · cross-district

#13 · Nandedcell 4850002038

distance 0.242 · cross-district

#14 · Jalgaoncell 4780004948

distance 0.246 · cross-district

#15 · Nandedcell 4850000449

distance 0.247 · cross-district

#16 · Washimcell 4990000836

distance 0.247 · cross-district

#17 · Chandrapurcell 4730001227

distance 0.247

#18 · Nandedcell 4850000372

distance 0.248 · 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":4730002176}}}'

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.